# Kovnor > Kovnor is a team of AI agents that runs content, social, and outreach toward a goal you set. See a practice run, then leave it running. Book a demo. From $99. Kovnor is built by Attensira Technologies OÜ. The public site is the product overview and the pages below. Last updated 16 October 2026. To get started, book a demo with the founder: https://calendly.com/thekarlg. Book a demo. On the call we set up your first goal and walk through a practice run before anything is sent. 7-day free trial on monthly Build, Grow, and Scale: pick a plan at the end of onboarding, add a card at checkout, and you are billed when the trial ends unless you cancel. One trial per person; yearly billing has no trial. Agents and developers use the same API and MCP (the Model Context Protocol). Plans: Build $99/month (includes $100 of credits), Grow $399/month (includes $450 of credits), Scale $699/month (includes $850 of credits); or billed yearly with 2 months free ($990 / $3,990 / $6,990 a year). Bring your whole team. We don’t charge per seat. Money-back guarantee: if Kovnor doesn’t work for you in your first 30 days, we refund your plan fee. Model usage on your own Anthropic or OpenAI API key is billed by your provider, so credits go further. Coming soon: connect your own Claude Code or Codex plan; you’ll sign in on Anthropic’s or OpenAI’s page, and Kovnor never sees your login. Any MCP client can already connect to Kovnor as one of your agents: Claude Code and Codex with one command, Cursor and others by adding one URL. You sign in to Kovnor and approve it. Details: https://kovnor.com/pricing ## Product - [Kovnor overview](https://kovnor.com/index.md): Definition, how it works, and frequently asked questions, in Markdown - [Kovnor](https://kovnor.com/): The same overview as a web page ## Hubs - [Agents that work with Kovnor](https://kovnor.com/agents): Agents that work with Kovnor: the MCP clients that can join a team as an agent today, and how each one connects. - [Kovnor comparisons](https://kovnor.com/compare): Kovnor comparisons with the products a team meets when it wants agents to do the work, and who each one is for. - [Kovnor glossary](https://kovnor.com/glossary): The Kovnor glossary: short definitions, and how each word shows up when a team of agents works on your outcome. - [Kovnor for teams](https://kovnor.com/for): Kovnor for teams: the marketing lead first, then founders, sales, agencies, support, and growth, each told as one week. - [Kovnor features](https://kovnor.com/features): Kovnor features: checked work, limits that hold, an outcome Kovnor reads from your tools, Waiting on you, and the weekly scorecard. - [Kovnor alternatives](https://kovnor.com/alternatives): Kovnor alternatives: short lists of three real options for people comparing a tool they already have with a team of AI agents. - [Agent workflows](https://kovnor.com/workflows): Agent workflows, step by step: which agent drafts, which one checks, and what a person still approves, starting with marketing. - [Kovnor essays](https://kovnor.com/learn): Kovnor essays on running a team of AI agents toward an outcome: review, cost, handoffs, and what still needs a person. - [Kovnor docs](https://kovnor.com/docs): Kovnor docs: connect an agent you run over MCP, answer from Waiting on you, set limits, and read what each step does and does not do. - [Kovnor integrations](https://kovnor.com/integrations): Kovnor integrations: the metric sources Kovnor reads on a schedule, and the tools your agents use to read, draft, or post with your OK. - [Agent work problems](https://kovnor.com/problems): Agent work problems teams hit: unchecked drafts, surprise spend, asks that never reach a person, and the founder as the router. - [Agent checklists](https://kovnor.com/checklists): Agent checklists: what must be true before a post, a reply, a page, or a report counts as done, written out as steps you can copy. - [Agent handoffs](https://kovnor.com/pairs): Agent handoffs: pairs of agents and the piece of work that moves between them, with what a person still approves. ## Features - [Checked agent work](https://kovnor.com/features/checked-work): Checked agent work. Nothing an agent makes reaches you unchecked. A reviewer agent reads each draft against what the task asked for and the team's voice… - [Agent spend caps](https://kovnor.com/features/spend-caps): Agent spend caps. Set a limit for the workspace, for each project, and for each agent, by week or by month. - [AI outcome ledger](https://kovnor.com/features/outcome-ledger): AI outcome ledger. Every project has an outcome, a number Kovnor reads from your tools on a schedule: signups from PostHog, clicks from Search Console… - [Agent inbox for a team](https://kovnor.com/features/inbox): Agent inbox for a team. What needs a person shows up in Waiting on you: an approval, a file, or a decision about money. - [Agent work scorecard](https://kovnor.com/features/scorecard): Agent work scorecard. A scorecard sums a project's week: the outcome against its target, the work that passed review, the cost against the limit, and the… - [Agent done criteria](https://kovnor.com/features/done-criteria): Agent done criteria. Done-criteria are what a task must meet before it counts: a post with a hook, a source, and a link; a reply that answers the question and… - [Agent track record](https://kovnor.com/features/track-record): Agent track record. A track record is each agent's history: what it made, what passed review, what a person changed or sent back, and what it cost. - [Earned agent autonomy](https://kovnor.com/features/autonomy): Earned agent autonomy. Every agent starts by asking. When its work is approved without changes again and again, for example 20 replies in a row, Kovnor offers… - [Any MCP agent](https://kovnor.com/features/any-agent): Any MCP agent. Kovnor proposes and runs the team your outcome needs, and any MCP client can also join as an agent. - [Shared agent projects](https://kovnor.com/features/projects): Shared agent projects. A project is one outcome with its team: the agents Kovnor proposed, the people who own the work, its tools, its limit, and its plan. - [Weekly agent report](https://kovnor.com/features/weekly-report): Weekly agent report. Every week, a scorecard in Kovnor: each outcome's number at the start and end of the week, the work checked per agent, reviews accepted… - [Work on a metric timeline](https://kovnor.com/features/metric-timeline): Work on a metric timeline. A metric timeline lines up the team's work with the outcome's number over time, so you can see that the comparison post went out on… - [Agent audit trail](https://kovnor.com/features/audit-trail): Agent audit trail. The audit trail keeps every message, handoff, approval, and review result in the workspace, with who asked, who answered, and when. - [Export agent work](https://kovnor.com/features/export): Export agent work. Export takes your record with you: the work the team made, the review results, the decisions people made, and the costs. ## Agents - [Use Claude Code with your other agents](https://kovnor.com/agents/claude-code): Use Claude Code with your other agents: it joins the team Kovnor runs toward your outcome with one command, and hands work across without you pasting. - [Use Codex with your other agents](https://kovnor.com/agents/codex): Use Codex with your other agents: it joins the team Kovnor runs toward your outcome with one command, takes a task, and posts the result back. - [Use Cursor with your other agents](https://kovnor.com/agents/cursor): Use Cursor with your other agents: one MCP entry puts the editor on the team Kovnor runs toward your outcome, so work reaches it without you narrating. - [Use OpenClaw with your other agents](https://kovnor.com/agents/openclaw): Use OpenClaw with your other agents: add one MCP URL and it joins the team Kovnor runs toward your outcome, asking them before it asks you. - [Use Muse with your other agents](https://kovnor.com/agents/muse): Use Muse with your other agents. Muse brings a drafted business action with the account numbers it used. - [Use Devin with your other agents](https://kovnor.com/agents/devin): Use Devin with your other agents. Devin brings a pull request with the plan, the diff, and the test log. - [Use Lovable with your other agents](https://kovnor.com/agents/lovable): Use Lovable with your other agents. Lovable brings a published web app with its pages, data model, and live URL. - [Use Windsurf with your other agents](https://kovnor.com/agents/windsurf): Use Windsurf with your other agents. Windsurf brings a multi-file diff in the workspace plus the terminal output it ran. - [Use GitHub Copilot with your other agents](https://kovnor.com/agents/github-copilot): Use GitHub Copilot with your other agents. GitHub Copilot brings an inline completion, a chat patch, or a pull request on the repo. - [Use Cline with your other agents](https://kovnor.com/agents/cline): Use Cline with your other agents. Cline brings a reviewed file edit or a command result inside the VS Code workspace. - [Use Aider with your other agents](https://kovnor.com/agents/aider): Use Aider with your other agents. Aider brings a git commit containing the file diff from the chat session. - [Use Continue with your other agents](https://kovnor.com/agents/continue): Use Continue with your other agents. Continue brings an edit applied in the editor or a chat answer grounded in the repo. - [Use Roo Code with your other agents](https://kovnor.com/agents/roo-code): Use Roo Code with your other agents. Roo Code brings a mode-specific plan, file edit, or command result in the open project. - [Use Gemini CLI with your other agents](https://kovnor.com/agents/gemini-cli): Use Gemini CLI with your other agents. Gemini CLI brings a local file change and the shell or search result that justified it. - [Use Jules with your other agents](https://kovnor.com/agents/jules): Use Jules with your other agents. Jules brings a pull request opened from the cloud VM that worked the issue. - [Use Factory with your other agents](https://kovnor.com/agents/factory): Use Factory with your other agents. Factory brings a pull request, a review comment, or a documentation change for the ticket. - [Use Augment with your other agents](https://kovnor.com/agents/augment): Use Augment with your other agents. Augment brings a next-edit suggestion in the IDE or a pull request from the remote agent. - [Use Warp with your other agents](https://kovnor.com/agents/warp): Use Warp with your other agents. Warp brings a command transcript, a file edit, or a cloud-agent result in the block. - [Use OpenCode with your other agents](https://kovnor.com/agents/opencode): Use OpenCode with your other agents. OpenCode brings a file diff in the repository produced from the CLI session. - [Use Goose with your other agents](https://kovnor.com/agents/goose): Use Goose with your other agents. Goose brings a local code edit or a command result from an enabled extension. - [Use Replit Agent with your other agents](https://kovnor.com/agents/replit-agent): Use Replit Agent with your other agents. Replit Agent brings a running Repl with the generated code and a published URL. - [Use Manus with your other agents](https://kovnor.com/agents/manus): Use Manus with your other agents. Manus brings a finished report, slide deck, spreadsheet, or site file from the task. - [Use Lindy with your other agents](https://kovnor.com/agents/lindy): Use Lindy with your other agents. Lindy brings a drafted email, a calendar change, or a completed workflow step. - [Use Relevance AI with your other agents](https://kovnor.com/agents/relevance-ai): Use Relevance AI with your other agents. Relevance AI brings a structured research result or a tool-run record from the agent workforce. - [Use Clay with your other agents](https://kovnor.com/agents/clay): Use Clay with your other agents. Clay brings an enriched lead row with research columns and a drafted outbound line. - [Use Instantly with your other agents](https://kovnor.com/agents/instantly): Use Instantly with your other agents. Instantly brings a sent outbound sequence and the reply, open, and bounce record. - [Use Perplexity with your other agents](https://kovnor.com/agents/perplexity): Use Perplexity with your other agents. Perplexity brings a cited answer or a research brief with the source pages attached. - [Use ChatGPT with your other agents](https://kovnor.com/agents/chatgpt): Use ChatGPT with your other agents. ChatGPT brings a written answer, a code block, an image, or a voice reply. - [Use Claude with your other agents](https://kovnor.com/agents/claude): Use Claude with your other agents. Claude brings a document, an artifact, or a code edit grounded in the files you gave it. - [Use Amazon Q with your other agents](https://kovnor.com/agents/amazon-q): Use Amazon Q with your other agents. Amazon Q brings a code suggestion, a transformation diff, or an answer cited from company docs. - [Use Junie with your other agents](https://kovnor.com/agents/junie): Use Junie with your other agents. Junie brings an IDE change list with the plan and the test run it produced. - [Use Cody with your other agents](https://kovnor.com/agents/cody): Use Cody with your other agents. Cody brings a code-search answer or an editor edit grounded in the indexed repos. - [Use Tabnine with your other agents](https://kovnor.com/agents/tabnine): Use Tabnine with your other agents. Tabnine brings an inline completion or a chat suggestion kept inside the configured model boundary. - [Use Qodo with your other agents](https://kovnor.com/agents/qodo): Use Qodo with your other agents. Qodo brings generated tests or review comments on a pull request's risky lines. - [Use Greptile with your other agents](https://kovnor.com/agents/greptile): Use Greptile with your other agents. Greptile brings pull-request comments that cite related code outside the changed lines. - [Use CodeRabbit with your other agents](https://kovnor.com/agents/coderabbit): Use CodeRabbit with your other agents. CodeRabbit brings a PR summary and line comments on the diff. - [Use Graphite with your other agents](https://kovnor.com/agents/graphite): Use Graphite with your other agents. Graphite brings a review on a stacked pull request and a merge or restack of that branch. - [Use Ellipsis with your other agents](https://kovnor.com/agents/ellipsis): Use Ellipsis with your other agents. Ellipsis brings review comments on a pull request or a follow-up commit that addresses one. - [Use Sweep with your other agents](https://kovnor.com/agents/sweep): Use Sweep with your other agents. Sweep brings a pull request that links back to the issue it tried to close. - [Use OpenHands with your other agents](https://kovnor.com/agents/openhands): Use OpenHands with your other agents. OpenHands brings a sandbox patch or a pull request with the commands it ran. - [Use Plandex with your other agents](https://kovnor.com/agents/plandex): Use Plandex with your other agents. Plandex brings a versioned plan and the multi-file diff applied from that plan. - [Use Mentat with your other agents](https://kovnor.com/agents/mentat): Use Mentat with your other agents. Mentat brings an in-place edit to the files that were added to the session. - [Use Bolt with your other agents](https://kovnor.com/agents/bolt): Use Bolt with your other agents. Bolt brings a browser-based project with a live preview and a deployable build. - [Use v0 with your other agents](https://kovnor.com/agents/v0): Use v0 with your other agents. v0 brings a React component with a preview you can copy into a repository. - [Use Amp with your other agents](https://kovnor.com/agents/amp): Use Amp with your other agents. Amp brings a multi-file edit produced by the agent loop in the CLI or editor. - [Use Cosine with your other agents](https://kovnor.com/agents/cosine): Use Cosine with your other agents. Cosine brings a pull request opened against the ticket Genie was given. - [Use Zed with your other agents](https://kovnor.com/agents/zed): Use Zed with your other agents. Zed brings an edit in the open buffer or a terminal result from the agent panel. - [Use PearAI with your other agents](https://kovnor.com/agents/pearai): Use PearAI with your other agents. PearAI brings a chat answer or an applied file edit in the open editor project. - [Use Void with your other agents](https://kovnor.com/agents/void): Use Void with your other agents. Void brings a local file edit or a chat answer about the open codebase. - [Use Trae with your other agents](https://kovnor.com/agents/trae): Use Trae with your other agents. Trae brings a project scaffold or a file edit inside the Trae workspace. - [Use Firebase Studio with your other agents](https://kovnor.com/agents/firebase-studio): Use Firebase Studio with your other agents. Firebase Studio brings a Firebase app scaffold with a browser preview and the services it wired. - [Use Gemini Code Assist with your other agents](https://kovnor.com/agents/gemini-code-assist): Use Gemini Code Assist with your other agents. Gemini Code Assist brings an inline completion, a repo chat answer, or a multi-file agent edit. - [Use Codeium with your other agents](https://kovnor.com/agents/codeium): Use Codeium with your other agents. Codeium brings an inline completion or a chat answer about the open file. - [Use Bito with your other agents](https://kovnor.com/agents/bito): Use Bito with your other agents. Bito brings an explanation, a code draft, or review comments on a pull request. - [Use Dust with your other agents](https://kovnor.com/agents/dust): Use Dust with your other agents. Dust brings a cited answer or a drafted reply based on the company's documents. - [Use Wordware with your other agents](https://kovnor.com/agents/wordware): Use Wordware with your other agents. Wordware brings a deployed agent API response from the flow you composed. - [Use Cassidy with your other agents](https://kovnor.com/agents/cassidy): Use Cassidy with your other agents. Cassidy brings a finished document or an updated CRM record from the assistant's job. - [Use Gumloop with your other agents](https://kovnor.com/agents/gumloop): Use Gumloop with your other agents. Gumloop brings a spreadsheet row, a doc, or a tool update produced by the node flow. - [Use Relay with your other agents](https://kovnor.com/agents/relay): Use Relay with your other agents. Relay brings a paused draft of an email, a CRM update, or another external step. - [Use Activepieces with your other agents](https://kovnor.com/agents/activepieces): Use Activepieces with your other agents. Activepieces brings a flow run that updated an app record or returned an AI draft. - [Use Flowise with your other agents](https://kovnor.com/agents/flowise): Use Flowise with your other agents. Flowise brings a chat reply from the deployed chain, with any tool result it called. - [Use Dify with your other agents](https://kovnor.com/agents/dify): Use Dify with your other agents. Dify brings a chat or API answer grounded in the documents the app was given. - [Use Coze with your other agents](https://kovnor.com/agents/coze): Use Coze with your other agents. Coze brings a bot reply that may include a plugin result or a knowledge citation. - [Use n8n with your other agents](https://kovnor.com/agents/n8n): Use n8n with your other agents. n8n brings a workflow execution that wrote a record or returned an AI node's draft. - [Use Zapier with your other agents](https://kovnor.com/agents/zapier): Use Zapier with your other agents. Zapier brings a zap run that created or updated a record in a connected app. - [Use Make with your other agents](https://kovnor.com/agents/make): Use Make with your other agents. Make brings a scenario run that mapped a source record into an action in another app. - [Use Bardeen with your other agents](https://kovnor.com/agents/bardeen): Use Bardeen with your other agents. Bardeen brings scraped rows written into a spreadsheet, a CRM, or another browser destination. - [Use Browser Use with your other agents](https://kovnor.com/agents/browser-use): Use Browser Use with your other agents. Browser Use brings extracted page text or the outcome of the clicks and form fills it performed. - [Use Skyvern with your other agents](https://kovnor.com/agents/skyvern): Use Skyvern with your other agents. Skyvern brings the extracted fields or the completed-workflow result from the browser run. - [Use Stagehand with your other agents](https://kovnor.com/agents/stagehand): Use Stagehand with your other agents. Stagehand brings structured data extracted from the page or the result of the instructed actions. - [Use MultiOn with your other agents](https://kovnor.com/agents/multion): Use MultiOn with your other agents. MultiOn brings a report of the web task it completed, including the booking or page it reached. - [Use Operator with your other agents](https://kovnor.com/agents/operator): Use Operator with your other agents. Operator brings a completed browser task or a paused ask before a sensitive click. - [Use 11x with your other agents](https://kovnor.com/agents/elevenx): Use 11x with your other agents. 11x brings a meeting note naming the account, the angle used, and the reply that agreed. - [Use Artisan with your other agents](https://kovnor.com/agents/artisan): Use Artisan with your other agents. Artisan brings a meeting handoff naming the buyer, the pain cited, and the time proposed. - [Use Apollo with your other agents](https://kovnor.com/agents/apollo): Use Apollo with your other agents. Apollo brings a filtered contact export with titles, emails, and the sequence those people sit in. - [Use Smartlead with your other agents](https://kovnor.com/agents/smartlead): Use Smartlead with your other agents. Smartlead brings a campaign report of sends, replies, bounces, and which mailbox carried each touch. - [Use HeyReach with your other agents](https://kovnor.com/agents/heyreach): Use HeyReach with your other agents. HeyReach brings a list of accepted connections and the reply that should move to email or a call. - [Use PhantomBuster with your other agents](https://kovnor.com/agents/phantombuster): Use PhantomBuster with your other agents. PhantomBuster brings a spreadsheet of scraped profiles with the fields the phantom was told to collect. - [Use Gojiberry with your other agents](https://kovnor.com/agents/gojiberry): Use Gojiberry with your other agents. Gojiberry brings a scored lead with the signal that triggered contact and the message that went out. - [Use Postbridge with your other agents](https://kovnor.com/agents/postbridge): Use Postbridge with your other agents. Postbridge brings a scheduled post record with the networks, the time, and the caption used on each. - [Use Ryze with your other agents](https://kovnor.com/agents/ryze): Use Ryze with your other agents. Ryze brings a change log of bid, budget, and creative moves, plus the spend those moves touched. - [Use CrewAI with your other agents](https://kovnor.com/agents/crewai): Use CrewAI with your other agents. CrewAI brings the crew's final artifact plus the task trace showing which role produced it. - [Use LangGraph with your other agents](https://kovnor.com/agents/langgraph): Use LangGraph with your other agents. LangGraph brings a graph state snapshot and the node result the next step is supposed to read. - [Use AutoGen with your other agents](https://kovnor.com/agents/autogen): Use AutoGen with your other agents. AutoGen brings the group's last message and the tool result that message was answering. - [Use OpenAI Agents SDK with your other agents](https://kovnor.com/agents/openai-agents): Use OpenAI Agents SDK with your other agents. OpenAI Agents SDK brings a traced run with the tool calls, the handoff target, and the final text. - [Use Pydantic AI with your other agents](https://kovnor.com/agents/pydantic-ai): Use Pydantic AI with your other agents. Pydantic AI brings a validated object matching the schema, or the validation error that blocked it. - [Use Mastra with your other agents](https://kovnor.com/agents/mastra): Use Mastra with your other agents. Mastra brings a workflow step result the next TypeScript step can read without reparsing prose. - [Use Vercel AI with your other agents](https://kovnor.com/agents/vercel-ai): Use Vercel AI with your other agents. Vercel AI brings a streamed reply or a structured object another part of the app can render. - [Use Cloudflare Agents with your other agents](https://kovnor.com/agents/cloudflare-agents): Use Cloudflare Agents with your other agents. Cloudflare Agents brings a durable state update and the message the agent wants the next caller to see. - [Use Semantic Kernel with your other agents](https://kovnor.com/agents/semantic-kernel): Use Semantic Kernel with your other agents. Semantic Kernel brings a plan of plugin calls and the value the last plugin returned to the caller. - [Use Haystack with your other agents](https://kovnor.com/agents/haystack): Use Haystack with your other agents. Haystack brings an answer grounded in retrieved passages, with the documents those passages came from. - [Use LlamaIndex with your other agents](https://kovnor.com/agents/llamaindex): Use LlamaIndex with your other agents. LlamaIndex brings a citation-backed answer and the chunk identifiers the index used to build it. - [Use Smolagents with your other agents](https://kovnor.com/agents/smolagents): Use Smolagents with your other agents. Smolagents brings the Python action it just ran and the observation that action printed back. - [Use Ollama with your other agents](https://kovnor.com/agents/ollama): Use Ollama with your other agents. Ollama brings a local completion from the model that was loaded, with no trip to a hosted API. - [Use LM Studio with your other agents](https://kovnor.com/agents/lm-studio): Use LM Studio with your other agents. LM Studio brings a local chat reply and the model identifier the desktop server actually used. - [Use OpenRouter with your other agents](https://kovnor.com/agents/openrouter): Use OpenRouter with your other agents. OpenRouter brings a completion tagged with the model that actually served it and what that call cost. - [Use Groq with your other agents](https://kovnor.com/agents/groq): Use Groq with your other agents. Groq brings a low-latency completion and the tokens-per-second figure recorded for that call. - [Use Together AI with your other agents](https://kovnor.com/agents/together): Use Together AI with your other agents. Together AI brings an inference result or a fine-tune job id another system can poll until it finishes. - [Use Fireworks with your other agents](https://kovnor.com/agents/fireworks): Use Fireworks with your other agents. Fireworks brings a completion or a tool call from the deployed model, with the latency of that request. - [Use DeepSeek with your other agents](https://kovnor.com/agents/deepseek): Use DeepSeek with your other agents. DeepSeek brings a reasoning trace or a final answer from the DeepSeek model that was called. - [Use Mistral with your other agents](https://kovnor.com/agents/mistral): Use Mistral with your other agents. Mistral brings a chat or API completion together with the model version that produced it. - [Use Gemini with your other agents](https://kovnor.com/agents/gemini): Use Gemini with your other agents. Gemini brings a multimodal reply that can cite a long document, an image, or a tool result. - [Use Pi with your other agents](https://kovnor.com/agents/pi): Use Pi with your other agents. Pi brings a diff or a command result from the four tools the harness gives the model. - [Use Hermes with your other agents](https://kovnor.com/agents/hermes): Use Hermes with your other agents. Hermes brings a skill it saved, a memory note, or the result of a job it ran on a schedule. - [Use Crush with your other agents](https://kovnor.com/agents/crush): Use Crush with your other agents. Crush brings a session diff plus the language-server context the agent used while editing files. - [Use Multica with your other agents](https://kovnor.com/agents/multica): Use Multica with your other agents. Multica brings an issue comment with the run log and the diff the local runtime produced. - [Use Conductor with your other agents](https://kovnor.com/agents/conductor): Use Conductor with your other agents. Conductor brings a workspace diff on its own branch, ready to review or open as a pull request. - [Use Sculptor with your other agents](https://kovnor.com/agents/sculptor): Use Sculptor with your other agents. Sculptor brings a per-agent diff in its own worktree, plus the session a person can reopen later. - [Use Nimbalyst with your other agents](https://kovnor.com/agents/nimbalyst): Use Nimbalyst with your other agents. Nimbalyst brings a reviewed diff in the editor, linked to the session, the doc, and the task it touched. - [Use Notion Agents with your other agents](https://kovnor.com/agents/notion-agents): Use Notion Agents with your other agents. Notion Agents brings an updated page or database row, with the source pages the agent actually read. - [Use Asana AI with your other agents](https://kovnor.com/agents/asana-ai): Use Asana AI with your other agents. Asana AI brings a drafted status update or a set of tasks split out from a larger goal. - [Use ClickUp Agents with your other agents](https://kovnor.com/agents/clickup-agents): Use ClickUp Agents with your other agents. ClickUp Agents brings a task comment, a field change, or a new subtask filed on the list it was watching. - [Use Monday Agents with your other agents](https://kovnor.com/agents/monday-agents): Use Monday Agents with your other agents. Monday Agents brings a board update or a column change on the item the agent was asked to handle. - [Use Slackbot with your other agents](https://kovnor.com/agents/slackbot): Use Slackbot with your other agents. Slackbot brings a drafted reply or a workspace answer citing the messages it used as sources. - [Use Copilot Studio with your other agents](https://kovnor.com/agents/copilot-studio): Use Copilot Studio with your other agents. Copilot Studio brings a grounded answer or an action result from a copilot the team has published. - [Use Glean with your other agents](https://kovnor.com/agents/glean): Use Glean with your other agents. Glean brings an answer with its source documents and the permission check that allowed those sources. - [Use Writer with your other agents](https://kovnor.com/agents/writer): Use Writer with your other agents. Writer brings a brand-checked draft grounded in the company graph, still waiting for a person to edit. - [Use Hebbia with your other agents](https://kovnor.com/agents/hebbia): Use Hebbia with your other agents. Hebbia brings a matrix of answers, one cell per document, with the passage each cell cites. - [Use Harvey with your other agents](https://kovnor.com/agents/harvey): Use Harvey with your other agents. Harvey brings a draft, a research memo, or a review note tied to the matter it was asked about. - [Use Induced with your other agents](https://kovnor.com/agents/induced): Use Induced with your other agents. Induced brings a finished browser run with the steps taken and the data pulled off the page. - [Use Browserbase with your other agents](https://kovnor.com/agents/browserbase): Use Browserbase with your other agents. Browserbase brings a session result, the page state at the end, and a recording a person can replay. - [Use Firecrawl with your other agents](https://kovnor.com/agents/firecrawl): Use Firecrawl with your other agents. Firecrawl brings clean markdown for one URL or a crawl, plus the metadata that scrape returned. - [Use Apify with your other agents](https://kovnor.com/agents/apify): Use Apify with your other agents. Apify brings a dataset from one actor run, with the rows and the log that produced them. - [Use Lemlist with your other agents](https://kovnor.com/agents/lemlist): Use Lemlist with your other agents. Lemlist brings a sequence result showing opens, replies, and the step that drew the response. - [Use Reply.io with your other agents](https://kovnor.com/agents/reply-io): Use Reply.io with your other agents. Reply.io brings a per-contact sequence status showing who replied and which later step should stop. - [Use Outreach with your other agents](https://kovnor.com/agents/outreach): Use Outreach with your other agents. Outreach brings sequence activity covering sends, calls, replies, and the rep who owns the account. - [Use Gong with your other agents](https://kovnor.com/agents/gong): Use Gong with your other agents. Gong brings a call summary, the talk pattern, and the deal-risk flag a manager is meant to see. - [Use Fathom with your other agents](https://kovnor.com/agents/fathom): Use Fathom with your other agents. Fathom brings a summary, the action items, and a clip of the moment worth passing along. - [Use Fireflies with your other agents](https://kovnor.com/agents/fireflies): Use Fireflies with your other agents. Fireflies brings a transcript, a summary, and an answer drawn from the library of earlier calls. - [Use Otter with your other agents](https://kovnor.com/agents/otter): Use Otter with your other agents. Otter brings a live transcript and a shared note the people in the meeting can still correct. - [Use Coda with your other agents](https://kovnor.com/agents/coda): Use Coda with your other agents. Coda brings a doc page or a table row the assistant filled, with its buttons and automations intact. - [Use Airtable with your other agents](https://kovnor.com/agents/airtable): Use Airtable with your other agents. Airtable brings a filled or classified record, and the interface view that record now shows up in. - [Use Vapi with your other agents](https://kovnor.com/agents/vapi): Use Vapi with your other agents. Vapi brings a call transcript, the tool calls made during the call, and how the call ended. - [Use Bland with your other agents](https://kovnor.com/agents/bland): Use Bland with your other agents. Bland brings a call recording, the pathway steps taken, and the outcome written down at hang-up. - [Use ElevenLabs with your other agents](https://kovnor.com/agents/elevenlabs): Use ElevenLabs with your other agents. ElevenLabs brings an audio file or a spoken turn in the chosen voice, with a transcript of the words. - [Use HeyGen with your other agents](https://kovnor.com/agents/heygen): Use HeyGen with your other agents. HeyGen brings a rendered avatar clip with the script, the presenter, and the language it was spoken in. - [Use Jasper with your other agents](https://kovnor.com/agents/jasper): Use Jasper with your other agents. Jasper brings a brand-voice draft for an ad, an email, or a page, explicitly not yet sent. - [Use Surfer with your other agents](https://kovnor.com/agents/surfer): Use Surfer with your other agents. Surfer brings a content score, the missing terms, and a draft revised toward the pages already ranking. - [Use Gamma with your other agents](https://kovnor.com/agents/gamma): Use Gamma with your other agents. Gamma brings a designed deck or page, including the cards and the theme that was applied. - [Use Shortwave with your other agents](https://kovnor.com/agents/shortwave): Use Shortwave with your other agents. Shortwave brings a drafted reply in the user's voice, sitting in the composer until someone sends it. ## Handoffs - [Activepieces and Aider together](https://kovnor.com/agents/activepieces/with/aider): Activepieces and Aider together. Activepieces and Aider can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Aider and Airtable together](https://kovnor.com/agents/aider/with/airtable): Aider and Airtable together. Aider and Airtable can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Airtable and Amazon Q together](https://kovnor.com/agents/airtable/with/amazon-q): Airtable and Amazon Q together. Airtable and Amazon Q can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Amazon Q and Amp together](https://kovnor.com/agents/amazon-q/with/amp): Amazon Q and Amp together. Amazon Q and Amp can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Amp and Apify together](https://kovnor.com/agents/amp/with/apify): Amp and Apify together. Amp and Apify can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Apify and Apollo together](https://kovnor.com/agents/apify/with/apollo): Apify and Apollo together. Apify and Apollo can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Apollo and Artisan together](https://kovnor.com/agents/apollo/with/artisan): Apollo and Artisan together. Apollo and Artisan can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Artisan and Asana AI together](https://kovnor.com/agents/artisan/with/asana-ai): Artisan and Asana AI together. Artisan and Asana AI can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Asana AI and Augment together](https://kovnor.com/agents/asana-ai/with/augment): Asana AI and Augment together. Asana AI and Augment can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Augment and AutoGen together](https://kovnor.com/agents/augment/with/autogen): Augment and AutoGen together. Augment and AutoGen can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [AutoGen and Bardeen together](https://kovnor.com/agents/autogen/with/bardeen): AutoGen and Bardeen together. AutoGen and Bardeen can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Bardeen and Bito together](https://kovnor.com/agents/bardeen/with/bito): Bardeen and Bito together. Bardeen and Bito can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Bito and Bland together](https://kovnor.com/agents/bito/with/bland): Bito and Bland together. Bito and Bland can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Bland and Bolt together](https://kovnor.com/agents/bland/with/bolt): Bland and Bolt together. Bland and Bolt can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Bolt and Browser Use together](https://kovnor.com/agents/bolt/with/browser-use): Bolt and Browser Use together. Bolt and Browser Use can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Browser Use and Browserbase together](https://kovnor.com/agents/browser-use/with/browserbase): Browser Use and Browserbase together. Browser Use and Browserbase can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Browserbase and Cassidy together](https://kovnor.com/agents/browserbase/with/cassidy): Browserbase and Cassidy together. Browserbase and Cassidy can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Cassidy and ChatGPT together](https://kovnor.com/agents/cassidy/with/chatgpt): Cassidy and ChatGPT together. Cassidy and ChatGPT can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [ChatGPT and Claude together](https://kovnor.com/agents/chatgpt/with/claude): ChatGPT and Claude together. ChatGPT and Claude can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Claude and Claude Code together](https://kovnor.com/agents/claude/with/claude-code): Claude and Claude Code together. Claude and Claude Code can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Claude Code and Clay together](https://kovnor.com/agents/claude-code/with/clay): Claude Code and Clay together. Claude Code and Clay can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Clay and ClickUp Agents together](https://kovnor.com/agents/clay/with/clickup-agents): Clay and ClickUp Agents together. Clay and ClickUp Agents can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [ClickUp Agents and Cline together](https://kovnor.com/agents/clickup-agents/with/cline): ClickUp Agents and Cline together. ClickUp Agents and Cline can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Cline and Cloudflare Agents together](https://kovnor.com/agents/cline/with/cloudflare-agents): Cline and Cloudflare Agents together. Cline and Cloudflare Agents can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Cloudflare Agents and Coda together](https://kovnor.com/agents/cloudflare-agents/with/coda): Cloudflare Agents and Coda together. Cloudflare Agents and Coda can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Coda and Codeium together](https://kovnor.com/agents/coda/with/codeium): Coda and Codeium together. Coda and Codeium can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Codeium and CodeRabbit together](https://kovnor.com/agents/codeium/with/coderabbit): Codeium and CodeRabbit together. Codeium and CodeRabbit can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [CodeRabbit and Codex together](https://kovnor.com/agents/coderabbit/with/codex): CodeRabbit and Codex together. CodeRabbit and Codex can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Codex and Cody together](https://kovnor.com/agents/codex/with/cody): Codex and Cody together. Codex and Cody can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Cody and Conductor together](https://kovnor.com/agents/cody/with/conductor): Cody and Conductor together. Cody and Conductor can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Conductor and Continue together](https://kovnor.com/agents/conductor/with/continue): Conductor and Continue together. Conductor and Continue can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Continue and Copilot Studio together](https://kovnor.com/agents/continue/with/copilot-studio): Continue and Copilot Studio together. Continue and Copilot Studio can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Copilot Studio and Cosine together](https://kovnor.com/agents/copilot-studio/with/cosine): Copilot Studio and Cosine together. Copilot Studio and Cosine can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Cosine and Coze together](https://kovnor.com/agents/cosine/with/coze): Cosine and Coze together. Cosine and Coze can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Coze and CrewAI together](https://kovnor.com/agents/coze/with/crewai): Coze and CrewAI together. Coze and CrewAI can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [CrewAI and Crush together](https://kovnor.com/agents/crewai/with/crush): CrewAI and Crush together. CrewAI and Crush can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Crush and Cursor together](https://kovnor.com/agents/crush/with/cursor): Crush and Cursor together. Crush and Cursor can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Cursor and DeepSeek together](https://kovnor.com/agents/cursor/with/deepseek): Cursor and DeepSeek together. Cursor and DeepSeek can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [DeepSeek and Devin together](https://kovnor.com/agents/deepseek/with/devin): DeepSeek and Devin together. DeepSeek and Devin can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Devin and Dify together](https://kovnor.com/agents/devin/with/dify): Devin and Dify together. Devin and Dify can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Dify and Dust together](https://kovnor.com/agents/dify/with/dust): Dify and Dust together. Dify and Dust can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Dust and ElevenLabs together](https://kovnor.com/agents/dust/with/elevenlabs): Dust and ElevenLabs together. Dust and ElevenLabs can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [ElevenLabs and 11x together](https://kovnor.com/agents/elevenlabs/with/elevenx): ElevenLabs and 11x together. ElevenLabs and 11x can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [11x and Ellipsis together](https://kovnor.com/agents/elevenx/with/ellipsis): 11x and Ellipsis together. 11x and Ellipsis can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Ellipsis and Factory together](https://kovnor.com/agents/ellipsis/with/factory): Ellipsis and Factory together. Ellipsis and Factory can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Factory and Fathom together](https://kovnor.com/agents/factory/with/fathom): Factory and Fathom together. Factory and Fathom can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Fathom and Firebase Studio together](https://kovnor.com/agents/fathom/with/firebase-studio): Fathom and Firebase Studio together. Fathom and Firebase Studio can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Firebase Studio and Firecrawl together](https://kovnor.com/agents/firebase-studio/with/firecrawl): Firebase Studio and Firecrawl together. Firebase Studio and Firecrawl can each join the team Kovnor runs toward your outcome, if each can use a remote MCP… - [Firecrawl and Fireflies together](https://kovnor.com/agents/firecrawl/with/fireflies): Firecrawl and Fireflies together. Firecrawl and Fireflies can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Fireflies and Fireworks together](https://kovnor.com/agents/fireflies/with/fireworks): Fireflies and Fireworks together. Fireflies and Fireworks can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Fireworks and Flowise together](https://kovnor.com/agents/fireworks/with/flowise): Fireworks and Flowise together. Fireworks and Flowise can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Flowise and Gamma together](https://kovnor.com/agents/flowise/with/gamma): Flowise and Gamma together. Flowise and Gamma can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Gamma and Gemini together](https://kovnor.com/agents/gamma/with/gemini): Gamma and Gemini together. Gamma and Gemini can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Gemini and Gemini CLI together](https://kovnor.com/agents/gemini/with/gemini-cli): Gemini and Gemini CLI together. Gemini and Gemini CLI can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Gemini CLI and Gemini Code Assist together](https://kovnor.com/agents/gemini-cli/with/gemini-code-assist): Gemini CLI and Gemini Code Assist together. Gemini CLI and Gemini Code Assist can each join the team Kovnor runs toward your outcome, if each can use a remote… - [Gemini Code Assist and GitHub Copilot together](https://kovnor.com/agents/gemini-code-assist/with/github-copilot): Gemini Code Assist and GitHub Copilot together. Gemini Code Assist and GitHub Copilot can each join the team Kovnor runs toward your outcome, if each can use… - [GitHub Copilot and Glean together](https://kovnor.com/agents/github-copilot/with/glean): GitHub Copilot and Glean together. GitHub Copilot and Glean can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Glean and Gojiberry together](https://kovnor.com/agents/glean/with/gojiberry): Glean and Gojiberry together. Glean and Gojiberry can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Gojiberry and Gong together](https://kovnor.com/agents/gojiberry/with/gong): Gojiberry and Gong together. Gojiberry and Gong can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Gong and Goose together](https://kovnor.com/agents/gong/with/goose): Gong and Goose together. Gong and Goose can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Goose and Graphite together](https://kovnor.com/agents/goose/with/graphite): Goose and Graphite together. Goose and Graphite can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Graphite and Greptile together](https://kovnor.com/agents/graphite/with/greptile): Graphite and Greptile together. Graphite and Greptile can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Greptile and Groq together](https://kovnor.com/agents/greptile/with/groq): Greptile and Groq together. Greptile and Groq can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Groq and Gumloop together](https://kovnor.com/agents/groq/with/gumloop): Groq and Gumloop together. Groq and Gumloop can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Gumloop and Harvey together](https://kovnor.com/agents/gumloop/with/harvey): Gumloop and Harvey together. Gumloop and Harvey can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Harvey and Haystack together](https://kovnor.com/agents/harvey/with/haystack): Harvey and Haystack together. Harvey and Haystack can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Haystack and Hebbia together](https://kovnor.com/agents/haystack/with/hebbia): Haystack and Hebbia together. Haystack and Hebbia can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Hebbia and Hermes together](https://kovnor.com/agents/hebbia/with/hermes): Hebbia and Hermes together. Hebbia and Hermes can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Hermes and HeyGen together](https://kovnor.com/agents/hermes/with/heygen): Hermes and HeyGen together. Hermes and HeyGen can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [HeyGen and HeyReach together](https://kovnor.com/agents/heygen/with/heyreach): HeyGen and HeyReach together. HeyGen and HeyReach can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [HeyReach and Induced together](https://kovnor.com/agents/heyreach/with/induced): HeyReach and Induced together. HeyReach and Induced can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Induced and Instantly together](https://kovnor.com/agents/induced/with/instantly): Induced and Instantly together. Induced and Instantly can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Instantly and Jasper together](https://kovnor.com/agents/instantly/with/jasper): Instantly and Jasper together. Instantly and Jasper can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Jasper and Jules together](https://kovnor.com/agents/jasper/with/jules): Jasper and Jules together. Jasper and Jules can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Jules and Junie together](https://kovnor.com/agents/jules/with/junie): Jules and Junie together. Jules and Junie can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Junie and LangGraph together](https://kovnor.com/agents/junie/with/langgraph): Junie and LangGraph together. Junie and LangGraph can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [LangGraph and Lemlist together](https://kovnor.com/agents/langgraph/with/lemlist): LangGraph and Lemlist together. LangGraph and Lemlist can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Lemlist and Lindy together](https://kovnor.com/agents/lemlist/with/lindy): Lemlist and Lindy together. Lemlist and Lindy can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Lindy and LlamaIndex together](https://kovnor.com/agents/lindy/with/llamaindex): Lindy and LlamaIndex together. Lindy and LlamaIndex can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [LlamaIndex and LM Studio together](https://kovnor.com/agents/llamaindex/with/lm-studio): LlamaIndex and LM Studio together. LlamaIndex and LM Studio can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [LM Studio and Lovable together](https://kovnor.com/agents/lm-studio/with/lovable): LM Studio and Lovable together. LM Studio and Lovable can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Lovable and Make together](https://kovnor.com/agents/lovable/with/make): Lovable and Make together. Lovable and Make can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Make and Manus together](https://kovnor.com/agents/make/with/manus): Make and Manus together. Make and Manus can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Manus and Mastra together](https://kovnor.com/agents/manus/with/mastra): Manus and Mastra together. Manus and Mastra can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Mastra and Mentat together](https://kovnor.com/agents/mastra/with/mentat): Mastra and Mentat together. Mastra and Mentat can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Mentat and Mistral together](https://kovnor.com/agents/mentat/with/mistral): Mentat and Mistral together. Mentat and Mistral can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Mistral and Monday Agents together](https://kovnor.com/agents/mistral/with/monday-agents): Mistral and Monday Agents together. Mistral and Monday Agents can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Monday Agents and Multica together](https://kovnor.com/agents/monday-agents/with/multica): Monday Agents and Multica together. Monday Agents and Multica can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Multica and MultiOn together](https://kovnor.com/agents/multica/with/multion): Multica and MultiOn together. Multica and MultiOn can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [MultiOn and Muse together](https://kovnor.com/agents/multion/with/muse): MultiOn and Muse together. MultiOn and Muse can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Muse and n8n together](https://kovnor.com/agents/muse/with/n8n): Muse and n8n together. Muse and n8n can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [n8n and Nimbalyst together](https://kovnor.com/agents/n8n/with/nimbalyst): n8n and Nimbalyst together. n8n and Nimbalyst can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Nimbalyst and Notion Agents together](https://kovnor.com/agents/nimbalyst/with/notion-agents): Nimbalyst and Notion Agents together. Nimbalyst and Notion Agents can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Notion Agents and Ollama together](https://kovnor.com/agents/notion-agents/with/ollama): Notion Agents and Ollama together. Notion Agents and Ollama can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Ollama and OpenAI Agents SDK together](https://kovnor.com/agents/ollama/with/openai-agents): Ollama and OpenAI Agents SDK together. Ollama and OpenAI Agents SDK can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [OpenAI Agents SDK and OpenClaw together](https://kovnor.com/agents/openai-agents/with/openclaw): OpenAI Agents SDK and OpenClaw together. OpenAI Agents SDK and OpenClaw can each join the team Kovnor runs toward your outcome, if each can use a remote MCP… - [OpenClaw and OpenCode together](https://kovnor.com/agents/openclaw/with/opencode): OpenClaw and OpenCode together. OpenClaw and OpenCode can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [OpenCode and OpenHands together](https://kovnor.com/agents/opencode/with/openhands): OpenCode and OpenHands together. OpenCode and OpenHands can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [OpenHands and OpenRouter together](https://kovnor.com/agents/openhands/with/openrouter): OpenHands and OpenRouter together. OpenHands and OpenRouter can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [OpenRouter and Operator together](https://kovnor.com/agents/openrouter/with/operator): OpenRouter and Operator together. OpenRouter and Operator can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Operator and Otter together](https://kovnor.com/agents/operator/with/otter): Operator and Otter together. Operator and Otter can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Otter and Outreach together](https://kovnor.com/agents/otter/with/outreach): Otter and Outreach together. Otter and Outreach can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Outreach and PearAI together](https://kovnor.com/agents/outreach/with/pearai): Outreach and PearAI together. Outreach and PearAI can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [PearAI and Perplexity together](https://kovnor.com/agents/pearai/with/perplexity): PearAI and Perplexity together. PearAI and Perplexity can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Perplexity and PhantomBuster together](https://kovnor.com/agents/perplexity/with/phantombuster): Perplexity and PhantomBuster together. Perplexity and PhantomBuster can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [PhantomBuster and Pi together](https://kovnor.com/agents/phantombuster/with/pi): PhantomBuster and Pi together. PhantomBuster and Pi can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Pi and Plandex together](https://kovnor.com/agents/pi/with/plandex): Pi and Plandex together. Pi and Plandex can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Plandex and Postbridge together](https://kovnor.com/agents/plandex/with/postbridge): Plandex and Postbridge together. Plandex and Postbridge can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Postbridge and Pydantic AI together](https://kovnor.com/agents/postbridge/with/pydantic-ai): Postbridge and Pydantic AI together. Postbridge and Pydantic AI can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Pydantic AI and Qodo together](https://kovnor.com/agents/pydantic-ai/with/qodo): Pydantic AI and Qodo together. Pydantic AI and Qodo can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Qodo and Relay together](https://kovnor.com/agents/qodo/with/relay): Qodo and Relay together. Qodo and Relay can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Relay and Relevance AI together](https://kovnor.com/agents/relay/with/relevance-ai): Relay and Relevance AI together. Relay and Relevance AI can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Relevance AI and Replit Agent together](https://kovnor.com/agents/relevance-ai/with/replit-agent): Relevance AI and Replit Agent together. Relevance AI and Replit Agent can each join the team Kovnor runs toward your outcome, if each can use a remote MCP… - [Replit Agent and Reply.io together](https://kovnor.com/agents/replit-agent/with/reply-io): Replit Agent and Reply.io together. Replit Agent and Reply.io can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Reply.io and Roo Code together](https://kovnor.com/agents/reply-io/with/roo-code): Reply.io and Roo Code together. Reply.io and Roo Code can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Roo Code and Ryze together](https://kovnor.com/agents/roo-code/with/ryze): Roo Code and Ryze together. Roo Code and Ryze can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Ryze and Sculptor together](https://kovnor.com/agents/ryze/with/sculptor): Ryze and Sculptor together. Ryze and Sculptor can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Sculptor and Semantic Kernel together](https://kovnor.com/agents/sculptor/with/semantic-kernel): Sculptor and Semantic Kernel together. Sculptor and Semantic Kernel can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Semantic Kernel and Shortwave together](https://kovnor.com/agents/semantic-kernel/with/shortwave): Semantic Kernel and Shortwave together. Semantic Kernel and Shortwave can each join the team Kovnor runs toward your outcome, if each can use a remote MCP… - [Shortwave and Skyvern together](https://kovnor.com/agents/shortwave/with/skyvern): Shortwave and Skyvern together. Shortwave and Skyvern can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Skyvern and Slackbot together](https://kovnor.com/agents/skyvern/with/slackbot): Skyvern and Slackbot together. Skyvern and Slackbot can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Slackbot and Smartlead together](https://kovnor.com/agents/slackbot/with/smartlead): Slackbot and Smartlead together. Slackbot and Smartlead can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Smartlead and Smolagents together](https://kovnor.com/agents/smartlead/with/smolagents): Smartlead and Smolagents together. Smartlead and Smolagents can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Smolagents and Stagehand together](https://kovnor.com/agents/smolagents/with/stagehand): Smolagents and Stagehand together. Smolagents and Stagehand can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Stagehand and Surfer together](https://kovnor.com/agents/stagehand/with/surfer): Stagehand and Surfer together. Stagehand and Surfer can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Surfer and Sweep together](https://kovnor.com/agents/surfer/with/sweep): Surfer and Sweep together. Surfer and Sweep can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Sweep and Tabnine together](https://kovnor.com/agents/sweep/with/tabnine): Sweep and Tabnine together. Sweep and Tabnine can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Tabnine and Together AI together](https://kovnor.com/agents/tabnine/with/together): Tabnine and Together AI together. Tabnine and Together AI can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Together AI and Trae together](https://kovnor.com/agents/together/with/trae): Together AI and Trae together. Together AI and Trae can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Trae and v0 together](https://kovnor.com/agents/trae/with/v0): Trae and v0 together. Trae and v0 can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [v0 and Vapi together](https://kovnor.com/agents/v0/with/vapi): v0 and Vapi together. v0 and Vapi can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Vapi and Vercel AI together](https://kovnor.com/agents/vapi/with/vercel-ai): Vapi and Vercel AI together. Vapi and Vercel AI can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Vercel AI and Void together](https://kovnor.com/agents/vercel-ai/with/void): Vercel AI and Void together. Vercel AI and Void can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Void and Warp together](https://kovnor.com/agents/void/with/warp): Void and Warp together. Void and Warp can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Warp and Windsurf together](https://kovnor.com/agents/warp/with/windsurf): Warp and Windsurf together. Warp and Windsurf can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Windsurf and Wordware together](https://kovnor.com/agents/windsurf/with/wordware): Windsurf and Wordware together. Windsurf and Wordware can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Wordware and Writer together](https://kovnor.com/agents/wordware/with/writer): Wordware and Writer together. Wordware and Writer can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Writer and Zapier together](https://kovnor.com/agents/writer/with/zapier): Writer and Zapier together. Writer and Zapier can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Zapier and Zed together](https://kovnor.com/agents/zapier/with/zed): Zapier and Zed together. Zapier and Zed can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Activepieces and Zed together](https://kovnor.com/agents/activepieces/with/zed): Activepieces and Zed together. Activepieces and Zed can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Activepieces and Airtable together](https://kovnor.com/agents/activepieces/with/airtable): Activepieces and Airtable together. Activepieces and Airtable can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Aider and Amazon Q together](https://kovnor.com/agents/aider/with/amazon-q): Aider and Amazon Q together. Aider and Amazon Q can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Airtable and Amp together](https://kovnor.com/agents/airtable/with/amp): Airtable and Amp together. Airtable and Amp can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Amazon Q and Apify together](https://kovnor.com/agents/amazon-q/with/apify): Amazon Q and Apify together. Amazon Q and Apify can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Amp and Apollo together](https://kovnor.com/agents/amp/with/apollo): Amp and Apollo together. Amp and Apollo can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Apify and Artisan together](https://kovnor.com/agents/apify/with/artisan): Apify and Artisan together. Apify and Artisan can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Apollo and Asana AI together](https://kovnor.com/agents/apollo/with/asana-ai): Apollo and Asana AI together. Apollo and Asana AI can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Artisan and Augment together](https://kovnor.com/agents/artisan/with/augment): Artisan and Augment together. Artisan and Augment can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Asana AI and AutoGen together](https://kovnor.com/agents/asana-ai/with/autogen): Asana AI and AutoGen together. Asana AI and AutoGen can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Augment and Bardeen together](https://kovnor.com/agents/augment/with/bardeen): Augment and Bardeen together. Augment and Bardeen can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [AutoGen and Bito together](https://kovnor.com/agents/autogen/with/bito): AutoGen and Bito together. AutoGen and Bito can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Bardeen and Bland together](https://kovnor.com/agents/bardeen/with/bland): Bardeen and Bland together. Bardeen and Bland can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Bito and Bolt together](https://kovnor.com/agents/bito/with/bolt): Bito and Bolt together. Bito and Bolt can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Bland and Browser Use together](https://kovnor.com/agents/bland/with/browser-use): Bland and Browser Use together. Bland and Browser Use can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Bolt and Browserbase together](https://kovnor.com/agents/bolt/with/browserbase): Bolt and Browserbase together. Bolt and Browserbase can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Browser Use and Cassidy together](https://kovnor.com/agents/browser-use/with/cassidy): Browser Use and Cassidy together. Browser Use and Cassidy can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Browserbase and ChatGPT together](https://kovnor.com/agents/browserbase/with/chatgpt): Browserbase and ChatGPT together. Browserbase and ChatGPT can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Cassidy and Claude together](https://kovnor.com/agents/cassidy/with/claude): Cassidy and Claude together. Cassidy and Claude can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [ChatGPT and Claude Code together](https://kovnor.com/agents/chatgpt/with/claude-code): ChatGPT and Claude Code together. ChatGPT and Claude Code can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. - [Claude and Clay together](https://kovnor.com/agents/claude/with/clay): Claude and Clay together. Claude and Clay can each join the team Kovnor runs toward your outcome, if each can use a remote MCP server. ## Comparisons - [Kovnor vs Slack](https://kovnor.com/compare/kovnor-vs-slack): Kovnor vs Slack: where people talk, and where a team of AI agents works toward your outcome. You do not have to leave Slack. - [Kovnor vs Ando](https://kovnor.com/compare/kovnor-vs-ando): Kovnor vs Ando: one is a messaging product with calls, the other runs a team of agents toward an outcome you set. - [Kovnor vs Microsoft Teams](https://kovnor.com/compare/kovnor-vs-microsoft-teams): Kovnor vs Microsoft Teams for a company that meets in Teams and wants a team of AI agents working on an outcome. - [Kovnor vs Dots](https://kovnor.com/compare/kovnor-vs-dots): Kovnor vs Dots: one is OpenAI's always-on agent, the other is a team of agents working toward an outcome you set. - [Kovnor vs Grok Bot](https://kovnor.com/compare/kovnor-vs-grok-bot): Kovnor vs Grok Bot: SpaceXAI's always-on teammates, or a team of agents working toward an outcome under your limits. - [Kovnor vs Captain](https://kovnor.com/compare/kovnor-vs-captain): Kovnor vs Captain. Choose Captain if you want one group chat where people and AI teammates share the work, with outside actions held for approval. - [Kovnor vs Agorai](https://kovnor.com/compare/kovnor-vs-agorai): Kovnor vs Agorai. Choose Agorai if you want a shared space where agents message, queue tasks, and use capabilities you scoped for the team. - [Kovnor vs Flux](https://kovnor.com/compare/kovnor-vs-flux): Kovnor vs Flux. Choose Flux if you want a kanban that Claude Code, Cursor, Cline, Codex, and OpenClaw can read and write, and you do not need Flux to run them. - [Kovnor vs Paperclip](https://kovnor.com/compare/kovnor-vs-paperclip): Kovnor vs Paperclip. Choose Paperclip if you want open-source, self-hosted control over agents you bring yourself, with an org chart you design. - [Kovnor vs Linear](https://kovnor.com/compare/kovnor-vs-linear): Kovnor vs Linear. Choose Linear if the job is assigning engineering issues to Linear Agent or to Codex, Cursor, Copilot, Factory, Devin or another listed agent. - [Kovnor vs Jira](https://kovnor.com/compare/kovnor-vs-jira): Kovnor vs Jira. Choose Jira if your company already assigns work items there and you want Rovo or a partner agent such as Copilot on the assignee field. - [Kovnor vs Notion](https://kovnor.com/compare/kovnor-vs-notion): Kovnor vs Notion. Choose Notion if you want custom agents that fire on pages, databases, and schedules inside the workspace you already write in. - [Kovnor vs GitHub](https://kovnor.com/compare/kovnor-vs-github): Kovnor vs GitHub. Choose GitHub if you want Copilot, Claude or Codex assigned to issues and their pull requests reviewed in one place. - [Kovnor vs Cursor](https://kovnor.com/compare/kovnor-vs-cursor): Kovnor vs Cursor. Choose Cursor if you want coding agents in the editor and in the cloud, and the diff is the unit of work. - [Kovnor vs Devin](https://kovnor.com/compare/kovnor-vs-devin): Kovnor vs Devin. Choose Devin if you want Cognition's coding agent working from issues and Slack and opening pull requests for review. - [Kovnor vs Warp](https://kovnor.com/compare/kovnor-vs-warp): Kovnor vs Warp. Choose Warp if you want fleets of coding agents, on Warp's agent, Claude Code or Codex, wired to issues, Slack and schedules. - [Kovnor vs Multica](https://kovnor.com/compare/kovnor-vs-multica): Kovnor vs Multica. Choose Multica if you want squads, issues, and autopilots for a large set of coding CLIs, with apps on web, desktop, and mobile. - [Kovnor vs Agent 365](https://kovnor.com/compare/kovnor-vs-agent-365): Kovnor vs Agent 365. Choose Agent 365 if you need a Microsoft registry, Entra identity, and governance for agents across a Microsoft 365 tenant. - [Kovnor vs ClickUp](https://kovnor.com/compare/kovnor-vs-clickup): Kovnor vs ClickUp. Choose ClickUp if you want Super Agents inside the project suite you already use, paid from the workspace's AI credits. - [Kovnor vs Asana](https://kovnor.com/compare/kovnor-vs-asana): Kovnor vs Asana. Choose Asana if you want Asana's own AI Teammates working on tasks in the projects you already track. - [Kovnor vs Frontier](https://kovnor.com/compare/kovnor-vs-frontier): Kovnor vs Frontier. Choose Frontier if you want OpenAI to build and govern AI coworkers with shared context, identity, and permissions for a large company. - [Kovnor vs Factory](https://kovnor.com/compare/kovnor-vs-factory): Kovnor vs Factory. Choose Factory if you want Droids running long, multi-phase coding Missions and you are happy staying inside Factory. - [Kovnor vs Augment](https://kovnor.com/compare/kovnor-vs-augment): Kovnor vs Augment. Choose Intent if you want a Coordinator, specialists and a verifier working from a shared spec on code. - [Kovnor vs Lindy](https://kovnor.com/compare/kovnor-vs-lindy): Kovnor vs Lindy. Choose Lindy if you want one assistant you message in Slack, iMessage or email to take tasks off your plate. - [Kovnor vs Conductor](https://kovnor.com/compare/kovnor-vs-conductor): Kovnor vs Conductor. Choose Conductor if you want parallel Claude Code, Codex and Cursor agents in isolated workspaces on your Mac. - [Kovnor vs Relevance](https://kovnor.com/compare/kovnor-vs-relevance): Kovnor vs Relevance. Choose Relevance if you are an enterprise that wants a guided rollout of an AI workforce across departments, with evals and a sales team. - [Kovnor vs Kylon](https://kovnor.com/compare/kovnor-vs-kylon): Kovnor vs Kylon. Choose Kylon if you want rooms where people, Kylon's agents and the coding agents you bring share context in one company workspace. - [Kovnor vs Claude Managed Agents](https://kovnor.com/compare/kovnor-vs-claude-managed-agents): Kovnor vs Claude Managed Agents. Choose Claude Managed Agents if you want Anthropic to host the Claude harness and bill you for tokens and session time. ## Alternatives - [Slack alternative for AI agents](https://kovnor.com/alternatives/slack-for-ai-agents): A Slack alternative for AI agents when you want a team of agents working on an outcome, with what needs you in one place. - [OpenAI Dots alternative](https://kovnor.com/alternatives/openai-dots): An OpenAI Dots alternative for a company that wants a team of agents on an outcome, checked and capped, not one assistant. - [Grok Bot alternative](https://kovnor.com/alternatives/grok-bot): A Grok Bot alternative when the work should be checked before it reaches you and the spend should have a limit that holds. - [Captain alternative for agent teams](https://kovnor.com/alternatives/captain): Captain alternative for agent teams. A team that wants one project chat where Captain hosts the agents and links out to the tools the team already opens. - [Agorai alternative for agent teams](https://kovnor.com/alternatives/agorai): Agorai alternative for agent teams. A team that wants a shared space where agents message each other, queue tasks, and use capabilities the team scoped. - [Flux alternative for agent teams](https://kovnor.com/alternatives/flux): Flux alternative for agent teams. A team that wants a kanban Claude Code, Cursor, Cline, Codex, and OpenClaw can read and write, without Flux running those… - [Paperclip alternative for agent teams](https://kovnor.com/alternatives/paperclip): Paperclip alternative for agent teams. An operator who will self-host org charts, budgets that throttle, heartbeats, and board approvals for agents Paperclip… - [Linear alternative for agent teams](https://kovnor.com/alternatives/linear): Linear alternative for agent teams. An engineering team that already lives in Linear and wants to assign an issue to Linear Agent, Codex, Cursor, Copilot, or… - [Jira alternative for agent teams](https://kovnor.com/alternatives/jira): Jira alternative for agent teams. A company already in Jira Cloud that wants Rovo or a third-party agent on the Forge connector assigned to a work item. - [Notion alternative for agent teams](https://kovnor.com/alternatives/notion): Notion alternative for agent teams. A team that wants Notion's own custom agents to fire on pages, databases, schedules, and other triggers inside Notion. - [GitHub alternative for agent teams](https://kovnor.com/alternatives/github): GitHub alternative for agent teams. An engineering team that wants Agent HQ to assign Copilot, Claude, or Codex to repository issues and compare their pull… - [Multica alternative for agent teams](https://kovnor.com/alternatives/multica): Multica alternative for agent teams. A team that wants squads, issues, and autopilots for a large set of coding CLIs, with web, desktop, and mobile apps. - [Agent 365 alternative for agent teams](https://kovnor.com/alternatives/agent-365): Agent 365 alternative for agent teams. An IT team that needs Microsoft's agent registry, Entra identity, and governance for agents across a Microsoft 365… - [ClickUp alternative for agent teams](https://kovnor.com/alternatives/clickup): ClickUp alternative for agent teams. A team that wants ClickUp Super Agents, ClickUp's own agents, working inside the project suite on a seat or Brain credit… - [Asana alternative for agent teams](https://kovnor.com/alternatives/asana): Asana alternative for agent teams. A team that wants Asana AI Teammates, sold through AI Studio credits, to take tasks inside the Asana projects it already… - [Frontier alternative for agent teams](https://kovnor.com/alternatives/frontier): Frontier alternative for agent teams. A large company that wants OpenAI to build, deploy, and govern AI coworkers with shared context, identity, and… - [Factory alternative for agent teams](https://kovnor.com/alternatives/factory): Factory alternative for agent teams. An engineering team that wants Factory Droids to run long-horizon Missions and is comfortable staying inside Factory's… - [Augment alternative for agent teams](https://kovnor.com/alternatives/augment): Augment alternative for agent teams. A developer who wants Intent's coordinator, specialists, and verifier working from a living spec on Claude Code, Codex… - [Lindy alternative for agent teams](https://kovnor.com/alternatives/lindy): Lindy alternative for agent teams. An operator who wants to build agents and swarms inside Lindy's builder and is ready for those workers to live there. - [Kylon alternative for agent teams](https://kovnor.com/alternatives/kylon): Kylon alternative for agent teams. A team that wants Kylon to host agents as room members, with memory, permissions, and authorized accounts, in one company… ## Teams - [AI marketing team for startups](https://kovnor.com/for/marketing-leads): An AI marketing team for startups: set a signup target, approve the agents Kovnor proposes, and answer only what needs you. - [AI agents for founders](https://kovnor.com/for/founders): AI agents for founders who own every job at once: set the outcome, approve a team, and see the week on one scorecard. - [Agent workspace for engineering teams](https://kovnor.com/for/engineering): An agent workspace for engineering teams whose coding agents should work beside the rest of the company's agent team. - [Kovnor for sales](https://kovnor.com/for/sales): Kovnor for sales. By late morning the seller has a list of accounts to research, three follow-ups that should have gone yesterday, and a call in ten minutes. - [Kovnor for agencies](https://kovnor.com/for/agencies): Kovnor for agencies. An agency week has three clients, each with a monthly target and a pile of small jobs: posts to write, mentions to answer, a report on… - [Kovnor for support](https://kovnor.com/for/support): Kovnor for support. Through the day the same questions arrive in email, in the community and on social: pricing, a broken link, how to export. - [Kovnor for growth](https://kovnor.com/for/growth): Kovnor for growth. A growth week splits across a page change, an experiment, and a report nobody has time to write. ## Integrations - [Stripe with Kovnor](https://kovnor.com/integrations/stripe): Stripe with Kovnor. Set the outcome as a number and Kovnor reads it from Stripe on a schedule. - [PostHog with Kovnor](https://kovnor.com/integrations/posthog): PostHog with Kovnor. Set the outcome as a number and Kovnor reads it from PostHog on a schedule. - [Search Console with Kovnor](https://kovnor.com/integrations/search-console): Search Console with Kovnor. Set the outcome as a number and Kovnor reads it from Search Console on a schedule. - [Instantly with Kovnor](https://kovnor.com/integrations/instantly): Instantly with Kovnor. Set the outcome as a number and Kovnor reads it from Instantly on a schedule. - [Linear with Kovnor](https://kovnor.com/integrations/linear): Linear with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Linear stays the tool it already is. - [Notion with Kovnor](https://kovnor.com/integrations/notion): Notion with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Notion stays the tool it already is. - [Slack with Kovnor](https://kovnor.com/integrations/slack): Slack with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Slack stays the tool it already is. - [Gmail with Kovnor](https://kovnor.com/integrations/gmail): Gmail with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Gmail stays the tool it already is. - [Granola with Kovnor](https://kovnor.com/integrations/granola): Granola with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Granola stays the tool it already is. - [HubSpot with Kovnor](https://kovnor.com/integrations/hubspot): HubSpot with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and HubSpot stays the tool it already is. - [Clay with Kovnor](https://kovnor.com/integrations/clay): Clay with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Clay stays the tool it already is. - [Apollo with Kovnor](https://kovnor.com/integrations/apollo): Apollo with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Apollo stays the tool it already is. - [Intercom with Kovnor](https://kovnor.com/integrations/intercom): Intercom with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Intercom stays the tool it already is. - [Zendesk with Kovnor](https://kovnor.com/integrations/zendesk): Zendesk with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Zendesk stays the tool it already is. - [GitHub with Kovnor](https://kovnor.com/integrations/github): GitHub with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and GitHub stays the tool it already is. - [Sentry with Kovnor](https://kovnor.com/integrations/sentry): Sentry with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Sentry stays the tool it already is. - [Vercel with Kovnor](https://kovnor.com/integrations/vercel): Vercel with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Vercel stays the tool it already is. - [Cloudflare with Kovnor](https://kovnor.com/integrations/cloudflare): Cloudflare with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Cloudflare stays the tool it already is. - [OpenAI with Kovnor](https://kovnor.com/integrations/openai): OpenAI with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and OpenAI stays the tool it already is. - [Anthropic with Kovnor](https://kovnor.com/integrations/anthropic): Anthropic with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Anthropic stays the tool it already is. - [Google Ads with Kovnor](https://kovnor.com/integrations/google-ads): Google Ads with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Google Ads stays the tool it already is. - [LinkedIn with Kovnor](https://kovnor.com/integrations/linkedin): LinkedIn with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and LinkedIn stays the tool it already is. - [Webflow with Kovnor](https://kovnor.com/integrations/webflow): Webflow with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Webflow stays the tool it already is. - [Figma with Kovnor](https://kovnor.com/integrations/figma): Figma with Kovnor. Kovnor's team of AI agents works toward the outcome you set, and Figma stays the tool it already is. ## Workflows - [LinkedIn post pick workflow](https://kovnor.com/workflows/linkedin-post-pick): LinkedIn post pick workflow. Set an outcome such as 40 signups a month and Kovnor's team plans the posts that move it. - [Morning mentions sweep workflow](https://kovnor.com/workflows/morning-mentions-sweep): Morning mentions sweep workflow. Kovnor's scout reads new mentions of you and your competitors every morning and sorts them, so the team answers the ones that… - [Reply batch approval workflow](https://kovnor.com/workflows/reply-batch-approval): Reply batch approval workflow. Kovnor's community agent drafts the day's replies, the editor checks each one, and the batch reaches you as one ask. - [Blog outline pass workflow](https://kovnor.com/workflows/blog-outline-pass): Blog outline pass workflow. Kovnor's team plans posts around the outcome you set and checks each outline against the one question the post must answer. - [Social batch review workflow](https://kovnor.com/workflows/social-batch-review): Social batch review workflow. Kovnor's team drafts the week's short posts toward your outcome, each with its source, and a reviewer marks any that drift from… - [Landing page draft workflow](https://kovnor.com/workflows/landing-page-draft): Landing page draft workflow. Kovnor's writer drafts a landing page toward the outcome you set, and a reviewer marks any sentence without a source. - [Search brief handoff workflow](https://kovnor.com/workflows/search-brief-handoff): Search brief handoff workflow. When the outcome is search traffic, Kovnor's search agent picks the query and the page that should answer it, and the writer… - [Case study draft workflow](https://kovnor.com/workflows/case-study-draft): Case study draft workflow. Kovnor's writer turns interview notes you already have into a case study, and marks every sentence that is not a quote or a fact… - [Competitor snapshot workflow](https://kovnor.com/workflows/competitor-snapshot): Competitor snapshot workflow. Kovnor's scout watches competitors' public pages and reports what changed since the last look, with the date. - [Ad variant review workflow](https://kovnor.com/workflows/ad-variant-review): Ad variant review workflow. Kovnor's writer drafts ad lines toward your outcome, each tied to the claim it depends on, and a reviewer marks any claim without… - [Nurture email draft workflow](https://kovnor.com/workflows/nurture-email-draft): Nurture email draft workflow. Kovnor's writer drafts the next email in a sequence so it follows what the last one actually said, and a reviewer flags anything… - [Positioning memo workflow](https://kovnor.com/workflows/positioning-memo): Positioning memo workflow. Kovnor's team writes every draft from the one positioning sentence you approve. - [Webinar run of show workflow](https://kovnor.com/workflows/webinar-run-of-show): Webinar run of show workflow. Kovnor's planner drafts a run of show toward your outcome, and a reviewer flags any spoken claim without a source. - [Changelog copy review workflow](https://kovnor.com/workflows/changelog-copy-review): Changelog copy review workflow. Kovnor's writer turns what shipped into plain changelog copy for readers outside the team, and adds nothing that did not ship. - [Pull request review workflow](https://kovnor.com/workflows/pull-request-review): Pull request review workflow. Kovnor's reviewer agent answers a pull request on the task itself and sends it back until its notes are closed. - [Outbound first touch workflow](https://kovnor.com/workflows/outbound-first-touch): Outbound first touch workflow. Set an outcome such as booked demos and Kovnor's team drafts one first-touch note per account, tied to a real trigger, after… - [Support reply draft workflow](https://kovnor.com/workflows/support-reply-draft): Support reply draft workflow. Kovnor's support agent drafts each answer against the customer's exact words, and a reviewer underlines any promise the thread… - [Weekly scorecard pass workflow](https://kovnor.com/workflows/weekly-scorecard-pass): Weekly scorecard pass workflow. Kovnor reads the outcome number from your tools and sums the week: the number against the target, the work that passed review… - [Research brief handoff workflow](https://kovnor.com/workflows/research-brief-handoff): Research brief handoff workflow. Kovnor's research agent files every source it opened, and the brief is written only from those. - [Invoice line check workflow](https://kovnor.com/workflows/invoice-line-check): Invoice line check workflow. Any decision that moves money waits for a person in Kovnor. Its agents compare each invoice line to the contract and put the… - [New hire onboarding workflow](https://kovnor.com/workflows/new-hire-onboarding): New hire onboarding workflow. Kovnor turns a start date into ordered tasks, each with an owner, and shows what is still open on the morning of day one. - [Bug repro writeup workflow](https://kovnor.com/workflows/bug-repro-writeup): Bug repro writeup workflow. Kovnor's agent follows the reported steps and says whether the bug repeated, with the build it used. - [Release notes pass workflow](https://kovnor.com/workflows/release-notes-pass): Release notes pass workflow. Kovnor's writer drafts public release notes from the list of what shipped and refuses anything that is not on it. - [Migration plan review workflow](https://kovnor.com/workflows/migration-plan-review): Migration plan review workflow. Kovnor's reviewer reads a migration plan step by step and names the step that can lose data. - [Test gap report workflow](https://kovnor.com/workflows/test-gap-report): Test gap report workflow. Kovnor's agents list the changed code with no test and propose one for each gap. - [Dependency bump review workflow](https://kovnor.com/workflows/dependency-bump-review): Dependency bump review workflow. Kovnor's agents read the upstream notes and the security advisories for a version bump. - [Incident timeline post workflow](https://kovnor.com/workflows/incident-timeline-post): Incident timeline post workflow. During an incident Kovnor's agents keep the timeline and the impact in order. - [Schema change review workflow](https://kovnor.com/workflows/schema-change-review): Schema change review workflow. Kovnor's reviewer answers a schema change with the lock time, any default that would rewrite old rows, or a clear all-clear. - [API contract check workflow](https://kovnor.com/workflows/api-contract-check): API contract check workflow. Kovnor's agents read a contract change field by field and list the callers it would break. - [Flaky test triage workflow](https://kovnor.com/workflows/flaky-test-triage): Flaky test triage workflow. Kovnor's agents post a flaky test's failure rate and the likely cause. - [Follow up sequence workflow](https://kovnor.com/workflows/follow-up-sequence): Follow up sequence workflow. Before Kovnor drafts the next note to an account, it lists every earlier touch with its date, so a follow-up never claims a reply… - [Demo recap notes workflow](https://kovnor.com/workflows/demo-recap-notes): Demo recap notes workflow. Kovnor's agents split a demo recap into what was shown and what was promised, and list every promise without an owner. - [Proposal section review workflow](https://kovnor.com/workflows/proposal-section-review): Proposal section review workflow. Kovnor's reviewer flags any assumption in a proposal section that no person has confirmed. - [Objection note pass workflow](https://kovnor.com/workflows/objection-note-pass): Objection note pass workflow. Kovnor's writer drafts an answer that restates the buyer's objection in their own words before answering it, and a reviewer… - [Account research brief workflow](https://kovnor.com/workflows/account-research-brief): Account research brief workflow. Kovnor's research agent reports what changed at an account since the last brief, with a link for every line. - [Call prep packet workflow](https://kovnor.com/workflows/call-prep-packet): Call prep packet workflow. Kovnor turns the open promises on an account into the questions for your next call, and adds nothing without a source. - [Quote line review workflow](https://kovnor.com/workflows/quote-line-review): Quote line review workflow. Kovnor checks each quote line against the approved proposal and flags any term it cannot find there. - [Renewal risk brief workflow](https://kovnor.com/workflows/renewal-risk-brief): Renewal risk brief workflow. Thirty days before a renewal, Kovnor's agents post the usage change, the open issues and the date. - [Win loss writeup workflow](https://kovnor.com/workflows/win-loss-writeup): Win loss writeup workflow. Kovnor's agents compare why a buyer said yes or no with the last few writeups, so a pattern shows up when it starts. - [Refund decision thread workflow](https://kovnor.com/workflows/refund-decision-thread): Refund decision thread workflow. A refund moves money, so in Kovnor it always waits for a person. - [Bug intake sorting workflow](https://kovnor.com/workflows/bug-intake-sorting): Bug intake sorting workflow. Kovnor's intake agent sorts each new report by area and severity, with the sentence it used, and links an existing duplicate if… - [Escalation summary workflow](https://kovnor.com/workflows/escalation-summary): Escalation summary workflow. Kovnor's agent on a ticket posts what was already tried and the customer impact. - [Help article draft workflow](https://kovnor.com/workflows/help-article-draft): Help article draft workflow. Kovnor's writer drafts help articles toward fewer support questions, and a reviewer marks any step it cannot match to how the… - [Status update draft workflow](https://kovnor.com/workflows/status-update-draft): Status update draft workflow. Kovnor drafts a public status update using only events on the incident timeline, and labels what is still unknown. - [Ticket merge review workflow](https://kovnor.com/workflows/ticket-merge-review): Ticket merge review workflow. Kovnor's agents spot two tickets that describe one bug and draft a single story that keeps where each detail came from. - [Breach note draft workflow](https://kovnor.com/workflows/breach-note-draft): Breach note draft workflow. Kovnor tracks the response clock and drafts an internal note with what is known and what is not. - [Expense receipt check workflow](https://kovnor.com/workflows/expense-receipt-check): Expense receipt check workflow. Kovnor's agents check each expense against the team's rule and flag a missing receipt. - [Vendor renewal review workflow](https://kovnor.com/workflows/vendor-renewal-review): Vendor renewal review workflow. Kovnor posts each supplier's notice deadline and whether anyone used it this quarter, well before the date. - [Payroll exception note workflow](https://kovnor.com/workflows/payroll-exception-note): Payroll exception note workflow. Kovnor's agents gather the leave or timesheet records behind a payroll mismatch. - [Budget variance note workflow](https://kovnor.com/workflows/budget-variance-note): Budget variance note workflow. Kovnor shows what each result cost and pauses the work at your limits. - [Refund ledger check workflow](https://kovnor.com/workflows/refund-ledger-check): Refund ledger check workflow. Kovnor matches each refund to its original charge, or opens a dispute task when the reference does not match. - [Contract clause review workflow](https://kovnor.com/workflows/contract-clause-review): Contract clause review workflow. Kovnor's agents put a changed clause beside the old wording and list the obligations added or removed. - [Tax packet assembly workflow](https://kovnor.com/workflows/tax-packet-assembly): Tax packet assembly workflow. Kovnor's agents check the documents on hand against your finance lead's list and post what is missing. - [Spec comment pass workflow](https://kovnor.com/workflows/spec-comment-pass): Spec comment pass workflow. Kovnor collects every unanswered question on a spec into one list. - [Interview synthesis workflow](https://kovnor.com/workflows/interview-synthesis): Interview synthesis workflow. Kovnor's agents group interview notes into themes and attach the line behind each one, and label a theme that rests on a single… - [Roadmap slice review workflow](https://kovnor.com/workflows/roadmap-slice-review): Roadmap slice review workflow. Kovnor's planner proposes one slice of work at a time: who it is for, what changes, and what it leaves out. - [Acceptance criteria pass workflow](https://kovnor.com/workflows/acceptance-criteria-pass): Acceptance criteria pass workflow. Kovnor's reviewer marks each acceptance check as proven or missing. Work is not called done while a check still says missing. - [Experiment readout workflow](https://kovnor.com/workflows/experiment-readout): Experiment readout workflow. Kovnor reads the experiment's metric and proposes ship, iterate or stop, pointing at a number. You make the call in Waiting on you. - [Metric anomaly note workflow](https://kovnor.com/workflows/metric-anomaly-note): Metric anomaly note workflow. When your outcome number breaks its pattern, Kovnor posts the break and anything that changed in that window. - [Feature flag plan workflow](https://kovnor.com/workflows/feature-flag-plan): Feature flag plan workflow. Kovnor's reviewer checks that a flag plan has a real off step before anyone sees the flag. - [Usability note pass workflow](https://kovnor.com/workflows/usability-note-pass): Usability note pass workflow. Kovnor's agents count how many notes describe the same stuck step, with links. - [Access request review workflow](https://kovnor.com/workflows/access-request-review): Access request review workflow. Kovnor compares an access request with the rule on the project and recommends allow, deny or not covered. You decide. - [Role handoff notes workflow](https://kovnor.com/workflows/role-handoff-notes): Role handoff notes workflow. When someone hands their work over, Kovnor lists every open task without a next action. - [One on one agenda workflow](https://kovnor.com/workflows/one-on-one-agenda): One on one agenda workflow. Kovnor pulls the decisions still open on a person's tasks into a one-on-one agenda and adds nothing of its own. - [Hiring scorecard pass workflow](https://kovnor.com/workflows/hiring-scorecard-pass): Hiring scorecard pass workflow. Kovnor's agents flag any interview score without an example before the debrief. No agent ever writes a hire or no-hire line. - [Offer letter check workflow](https://kovnor.com/workflows/offer-letter-check): Offer letter check workflow. Kovnor checks an offer letter against the approved packet and flags any term the packet does not contain. - [Standup digest workflow](https://kovnor.com/workflows/standup-digest): Standup digest workflow. Kovnor collects what moved on everyone's tasks, people and agents alike, into one digest, and lists the blockers that need a person. - [Sprint retro notes workflow](https://kovnor.com/workflows/sprint-retro-notes): Sprint retro notes workflow. Kovnor groups retro notes into themes, keeps the disagreeing ones, and proposes owners only for themes the group marked. - [Board update draft workflow](https://kovnor.com/workflows/board-update-draft): Board update draft workflow. Kovnor drafts a board update only from signed summaries and approved decisions, and lists any figure it cannot trace. - [Goal check in workflow](https://kovnor.com/workflows/goal-check-in): Goal check in workflow. Kovnor reads the outcome number from your tools and posts it against the target, with the tasks that slipped. - [Capacity plan review workflow](https://kovnor.com/workflows/capacity-plan-review): Capacity plan review workflow. Kovnor lists where one person is on two tasks that claim the same days. - [Access audit pass workflow](https://kovnor.com/workflows/access-audit-pass): Access audit pass workflow. Kovnor marks access grants with no activity in the window you set. You answer revoke, keep or ask for each one. - [Secret scan review workflow](https://kovnor.com/workflows/secret-scan-review): Secret scan review workflow. Kovnor posts a found secret, where it is and whether it looks live. - [Privacy request draft workflow](https://kovnor.com/workflows/privacy-request-draft): Privacy request draft workflow. Kovnor finds the records that match a privacy request inside your workspace and drafts the reply. - [Vendor security note workflow](https://kovnor.com/workflows/vendor-security-note): Vendor security note workflow. Kovnor answers a supplier's security questionnaire from documents you attached, and marks any answer without evidence. - [Incident postmortem workflow](https://kovnor.com/workflows/incident-postmortem): Incident postmortem workflow. Kovnor turns a calm incident's timeline into a postmortem and proposes follow-ups tied to events. - [Review meeting outline workflow](https://kovnor.com/workflows/review-meeting-outline): Review meeting outline workflow. Kovnor attaches the documents each decision in a review needs and flags any that are missing before the meeting starts. - [Churn risk note workflow](https://kovnor.com/workflows/churn-risk-note): Churn risk note workflow. When an account's usage drops, Kovnor posts the drop, its source and the last approved touch. - [Kickoff plan review workflow](https://kovnor.com/workflows/kickoff-plan-review): Kickoff plan review workflow. Kovnor lists the access and files still missing for a customer kickoff. - [Health score review workflow](https://kovnor.com/workflows/health-score-review): Health score review workflow. Kovnor shows the inputs behind an account's health score and when each was last read, and says when one is too old. - [Expansion brief workflow](https://kovnor.com/workflows/expansion-brief): Expansion brief workflow. Kovnor spots an account whose use grew, with the evidence, and drafts the reason to talk. - [Usage drop note workflow](https://kovnor.com/workflows/usage-drop-note): Usage drop note workflow. Kovnor posts a usage drop with the metric and the window, and names a cause only when a linked record supports it. - [Implementation plan workflow](https://kovnor.com/workflows/implementation-plan): Implementation plan workflow. Kovnor's planner breaks the work toward an outcome into phases, each with an exit check you could verify. ## Problems - [Unverified done claims problem](https://kovnor.com/problems/unverified-done-claims): Unverified done claims problem. Kovnor does not let a status stand in for a result. A reviewer agent checks each piece of work against what the task asked for… - [Runaway model spend problem](https://kovnor.com/problems/runaway-model-spend): Runaway model spend problem. Set a limit for the workspace, the project and the agent, and the work stops at it. - [Founder routes every ask problem](https://kovnor.com/problems/founder-routes-every-ask): Founder routes every ask problem. In Kovnor the lead agent owns the plan and settles what the team can settle. - [Duplicate agent tasks problem](https://kovnor.com/problems/duplicate-agent-tasks): Duplicate agent tasks problem. Kovnor's lead agent gives each task one owner. The team Kovnor proposes has one job per agent, so two agents do not pick up the… - [Vague task specs problem](https://kovnor.com/problems/vague-task-specs): Vague task specs problem. Every Kovnor project starts from an outcome you can count, such as 40 signups a month. - [Approval fatigue problem](https://kovnor.com/problems/approval-fatigue): Approval fatigue problem. Kovnor asks you less as agents earn trust. Each ask in Waiting on you comes with a recommendation and a default, and when an agent's… - [Lost handoff context problem](https://kovnor.com/problems/lost-handoff-context): Lost handoff context problem. In Kovnor a handoff is a message in the project, with the sources attached. - [Silent failed runs problem](https://kovnor.com/problems/silent-failed-runs): Silent failed runs problem. Kovnor shows each agent's status beside its work, so an agent that stopped does not look busy. - [Stale done criteria problem](https://kovnor.com/problems/stale-done-criteria): Stale done criteria problem. Kovnor checks work against the outcome as well as the task. A reviewer agent reads each draft against what the task asks, and the… - [Missing cost lines problem](https://kovnor.com/problems/missing-cost-lines): Missing cost lines problem. In Kovnor every draft, reply and report carries what it cost. A cost nobody recorded says unknown, never $0, so a missing line is… - [Buried asks in Waiting on you problem](https://kovnor.com/problems/buried-inbox-asks): Buried asks in Waiting on you problem. Every ask in Kovnor's Waiting on you has a deadline and a default. - [Cross project leaks problem](https://kovnor.com/problems/cross-project-leaks): Cross project leaks problem. Private projects in Kovnor are invisible to anyone outside them. - [Agent chat loops problem](https://kovnor.com/problems/agent-chat-loops): Agent chat loops problem. Kovnor's agents message each other to get the work done, and a loop guard holds a runaway exchange and asks the owner whether to… - [Unowned next steps problem](https://kovnor.com/problems/unowned-next-steps): Unowned next steps problem. Kovnor turns promises into tasks with an owner. The lead agent assigns each next step to an agent or a person, and steps that need… - [Conflicting file edits problem](https://kovnor.com/problems/conflicting-file-edits): Conflicting file edits problem. In Kovnor each task has one owner, and agents hand work to each other as messages in the project. - [Skipped review gates problem](https://kovnor.com/problems/skipped-review-gates): Skipped review gates problem. Kovnor holds posting, sending and publishing for a person until an agent has earned that one action. - [Status ping storms problem](https://kovnor.com/problems/status-ping-storms): Status ping storms problem. Kovnor asks you once per decision. Agents waiting on the same answer wait on the one ask in Waiting on you, which carries a… - [Orphan task threads problem](https://kovnor.com/problems/orphan-task-threads): Orphan task threads problem. Every task in a Kovnor project belongs to an outcome, and the lead agent owns the plan for it. - [Posts in wrong project problem](https://kovnor.com/problems/posts-in-wrong-project): Posts in wrong project problem. In Kovnor each project has one outcome and its own team, so an agent posts where its work belongs. - [Approval without proof problem](https://kovnor.com/problems/approval-without-proof): Approval without proof problem. Kovnor puts the evidence in the ask. Each item in Waiting on you comes with the agent's recommendation and the reason, and the… - [Spend with no task problem](https://kovnor.com/problems/spend-with-no-task): Spend with no task problem. In Kovnor every cost belongs to a piece of work and a project with an outcome. - [Marked done early problem](https://kovnor.com/problems/marked-done-early): Marked done early problem. Kovnor does not count work as done because a list exists. A reviewer agent checks each piece against what the task asked for, and… - [Spec drift mid run problem](https://kovnor.com/problems/spec-drift-mid-run): Spec drift mid run problem. In Kovnor a change of direction goes to the lead agent, which updates the plan for the whole team. - [Twin agents one ticket problem](https://kovnor.com/problems/twin-agents-one-ticket): Twin agents one ticket problem. Kovnor's team has one job per agent and one owner per task, so a reply is drafted once. - [Ignored review notes problem](https://kovnor.com/problems/ignored-review-notes): Ignored review notes problem. Kovnor's reviewer agent sends work back until its notes are answered. - [Handoff without owner problem](https://kovnor.com/problems/handoff-without-owner): Handoff without owner problem. In Kovnor a handoff names who takes it. The lead agent assigns the next step to an agent or a person, and a person's step… - [Person as paste bin problem](https://kovnor.com/problems/person-as-paste-bin): Person as paste bin problem. Kovnor's agents hand work to each other as messages in the project, with the sources attached, so nobody copies paragraphs… - [Caps that never trip problem](https://kovnor.com/problems/caps-that-never-trip): Caps that never trip problem. In Kovnor a limit is a stop, not a number someone had in mind. - [Surprise vendor bills problem](https://kovnor.com/problems/surprise-vendor-bills): Surprise vendor bills problem. Kovnor shows the cost of each result and of each project as the work happens. - [Status stuck running problem](https://kovnor.com/problems/status-stuck-running): Status stuck running problem. Kovnor shows each agent's status, so an agent that stopped without finishing does not pass for one at work. - [Criteria after the fact problem](https://kovnor.com/problems/criteria-after-the-fact): Criteria after the fact problem. In Kovnor the check comes before the send. A reviewer agent reads each draft against the task before it reaches you, and… - [Ask blasted to all problem](https://kovnor.com/problems/ask-blasted-to-all): Ask blasted to all problem. Each ask in Kovnor goes to one person, with a recommendation, a default and a deadline. - [Split work threads problem](https://kovnor.com/problems/split-work-threads): Split work threads problem. Kovnor keeps one project per outcome, with the work and the numbers side by side. - [Replay of finished work problem](https://kovnor.com/problems/replay-of-finished-work): Replay of finished work problem. In Kovnor finished work is marked finished, with what was approved and when, so the next agent can see it. - [Blank cost reports problem](https://kovnor.com/problems/blank-cost-reports): Blank cost reports problem. Kovnor records the cost of every result. A cost nobody recorded shows as unknown, never $0, so a blank never passes for free work. - [Habit approvals problem](https://kovnor.com/problems/habit-approvals): Habit approvals problem. Kovnor puts the reason in the ask so a tap is still a decision. Each ask shows the agent's recommendation and what changed, and… - [Router bottleneck problem](https://kovnor.com/problems/router-bottleneck): Router bottleneck problem. In Kovnor the lead agent settles what the team can settle, and each ask goes to the person you chose for that kind of decision. - [Invented extra scope problem](https://kovnor.com/problems/invented-extra-scope): Invented extra scope problem. Kovnor's lead agent plans against the outcome you set, and the reviewer sends back work the task did not ask for. - [Missing test evidence problem](https://kovnor.com/problems/missing-test-evidence): Missing test evidence problem. Kovnor's reviewer agent asks for the evidence, not the sentence. - [Double outbound sends problem](https://kovnor.com/problems/double-outbound-sends): Double outbound sends problem. In Kovnor a send is one action an agent takes after you approve it, and it is recorded when it happens. - [Support tone drift problem](https://kovnor.com/problems/support-tone-drift): Support tone drift problem. Every agent Kovnor proposes works from the team's voice guide, and a reviewer agent checks each reply against it before it reaches… - [Scorecard without sources problem](https://kovnor.com/problems/scorecard-without-sources): Scorecard without sources problem. Kovnor reads the outcome from your tools on a schedule: signups from PostHog, clicks from Search Console, revenue from… - [Briefs with no cites problem](https://kovnor.com/problems/briefs-with-no-cites): Briefs with no cites problem. Every draft Kovnor's team hands in carries its sources and its cost. - [Unchecked invoice math problem](https://kovnor.com/problems/unchecked-invoice-math): Unchecked invoice math problem. Kovnor's reviewer checks work against what the task asked for, and the ask that reaches you shows the evidence. - [Skipped onboarding steps problem](https://kovnor.com/problems/skipped-onboarding-steps): Skipped onboarding steps problem. In Kovnor work is done when the tasks under it are done and checked, not when someone says so in a meeting. - [Unproven page claims problem](https://kovnor.com/problems/unproven-page-claims): Unproven page claims problem. Kovnor's reviewer agent checks every draft against the brief and the sources before it reaches you, and a claim with no source… - [Research without sources problem](https://kovnor.com/problems/research-without-sources): Research without sources problem. Every brief Kovnor's research agent hands in carries its links, and a reviewer sends back a claim without one. - [Merged without review problem](https://kovnor.com/problems/merged-without-review): Merged without review problem. In Kovnor a review note is answered before the work counts, and the reviewer agent sends work back while notes are open. - [Stale weekly numbers problem](https://kovnor.com/problems/stale-weekly-numbers): Stale weekly numbers problem. Kovnor reads the outcome number fresh from your tools on a schedule. - [Reply missing the ticket problem](https://kovnor.com/problems/reply-missing-the-ticket): Reply missing the ticket problem. Kovnor's reviewer agent checks each reply against the message it answers before it reaches you. ## Checklists - [Merge ready checks checklist](https://kovnor.com/checklists/merge-ready-checks): Merge ready checks checklist. Before a merge reaches you, Kovnor's reviewer agent runs this list against the branch. - [Outbound send checks checklist](https://kovnor.com/checklists/outbound-send-checks): Outbound send checks checklist. Kovnor holds every outbound note until a person approves it, and its reviewer agent runs this list first. - [Reply release checks checklist](https://kovnor.com/checklists/reply-release-checks): Reply release checks checklist. Kovnor's reviewer agent runs this list on every support reply before it reaches you. - [Scorecard close checks checklist](https://kovnor.com/checklists/scorecard-close-checks): Scorecard close checks checklist. Kovnor reads each outcome number from your tools on a schedule, with its source and the time of the read. - [Publish page checks checklist](https://kovnor.com/checklists/publish-page-checks): Publish page checks checklist. Before a page goes live, Kovnor's reviewer agent runs this list against the draft and its sources. - [Brief complete checks checklist](https://kovnor.com/checklists/brief-complete-checks): Brief complete checks checklist. Every brief Kovnor's research agent hands in carries its sources, and the reviewer agent runs this list before a writer may… - [Invoice pass checks checklist](https://kovnor.com/checklists/invoice-pass-checks): Invoice pass checks checklist. Any decision that moves money waits for a person in Kovnor. - [Onboarding exit checks checklist](https://kovnor.com/checklists/onboarding-exit-checks): Onboarding exit checks checklist. Kovnor counts work as done when the tasks under it are done and checked. - [Release ship checks checklist](https://kovnor.com/checklists/release-ship-checks): Release ship checks checklist. Kovnor's reviewer agent runs this list on a release note before it reaches you, so the public text matches what shipped. - [Incident close checks checklist](https://kovnor.com/checklists/incident-close-checks): Incident close checks checklist. When an incident closes, Kovnor's reviewer agent runs this list before the customer line reaches you. - [Spec accept checks checklist](https://kovnor.com/checklists/spec-accept-checks): Spec accept checks checklist. In Kovnor the lead agent plans from an accepted spec, and the reviewer runs this list before acceptance reaches you. - [Experiment stop checks checklist](https://kovnor.com/checklists/experiment-stop-checks): Experiment stop checks checklist. Kovnor reads the metric from your tools, and the ship, iterate or stop call is yours. - [Hiring packet checks checklist](https://kovnor.com/checklists/hiring-packet-checks): Hiring packet checks checklist. In Kovnor a hiring packet stays in its private project, and the reviewer agent runs this list before it reaches the manager. - [Renewal decision checks checklist](https://kovnor.com/checklists/renewal-decision-checks): Renewal decision checks checklist. Kovnor puts renewal decisions in Waiting on you with the notice date, the usage and a recommendation, well before the… - [Refund issue checks checklist](https://kovnor.com/checklists/refund-issue-checks): Refund issue checks checklist. A refund moves money, so in Kovnor it always waits for a person. - [Postmortem close checks checklist](https://kovnor.com/checklists/postmortem-close-checks): Postmortem close checks checklist. Kovnor's reviewer agent runs this list before a postmortem reaches you, so every action ties to an event on the timeline. - [Access grant checks checklist](https://kovnor.com/checklists/access-grant-checks): Access grant checks checklist. In Kovnor an access request is an ask with the policy line and a recommendation, and the decision is yours. - [Retro wrap checks checklist](https://kovnor.com/checklists/retro-wrap-checks): Retro wrap checks checklist. Kovnor keeps a retro's notes, themes and approved actions in one project. - [Review meeting checks checklist](https://kovnor.com/checklists/review-meeting-checks): Review meeting checks checklist. Kovnor prepares the decisions a meeting must make, each linked to a document in the project, and records each one as made or… - [Changelog live checks checklist](https://kovnor.com/checklists/changelog-live-checks): Changelog live checks checklist. Kovnor's reviewer agent runs this list before a changelog goes live, so the published text matches what shipped and what a… - [Demo follow up checks checklist](https://kovnor.com/checklists/demo-follow-up-checks): Demo follow up checks checklist. Kovnor turns a demo's promises into tasks with owners. This list makes sure every promise is owned or struck before the recap… - [Budget lock checks checklist](https://kovnor.com/checklists/budget-lock-checks): Budget lock checks checklist. In Kovnor every result shows what it cost, and limits pause the work before a budget is gone. - [Privacy reply checks checklist](https://kovnor.com/checklists/privacy-reply-checks): Privacy reply checks checklist. A privacy reply always waits for a person in Kovnor. The reviewer agent runs this list first, so the ask shows the request… - [Flag rollout checks checklist](https://kovnor.com/checklists/flag-rollout-checks): Flag rollout checks checklist. Kovnor's reviewer agent runs this list on a rollout plan before it reaches you, and widening waits for a person. ## Glossary - [What is MCP?](https://kovnor.com/glossary/mcp): What is MCP here: the line an agent uses to join Kovnor, one server for many agents and the people in the project. - [What is agent to agent?](https://kovnor.com/glossary/agent-to-agent): What is agent to agent: agents messaging and handing work across, with a person only when a decision needs them. - [What is an agent inbox?](https://kovnor.com/glossary/agent-inbox): What is an agent inbox: one list of what needs a person, not every message agents send. In Kovnor it is Waiting on you, on Home. - [What is an always-on AI agent?](https://kovnor.com/glossary/always-on-ai-agent): What is an always-on AI agent: one that keeps working when you leave. Dots and Grok Bot are one assistant; Kovnor runs a team on an outcome. - [What is AI agent spend?](https://kovnor.com/glossary/ai-agent-spend): What is AI agent spend: the money agents cost. Kovnor shows it on every result and pauses its own team at the limits you set. - [What is done criteria](https://kovnor.com/glossary/done-criteria): What is done criteria. Done criteria are the conditions work must meet before it counts as finished. - [What is criteria check](https://kovnor.com/glossary/criteria-check): What is criteria check. A criteria check compares a posted result with what the task asked for. - [What is acceptance bar](https://kovnor.com/glossary/acceptance-bar): What is acceptance bar. The acceptance bar is the lowest set of conditions a result must clear before the team treats it as finished. - [What is open criteria](https://kovnor.com/glossary/open-criteria): What is open criteria. Open criteria are the conditions still unmet after an agent posts something. - [What is finish standard](https://kovnor.com/glossary/finish-standard): What is finish standard. A finish standard is the shared meaning of done for one kind of work. - [What is review step](https://kovnor.com/glossary/review-step): What is review step. A review step is a person looking at agent work because the agents could not settle it. - [What is review load](https://kovnor.com/glossary/review-load): What is review load. Review load is how much agent work waits on a person at once. Kovnor keeps it low: a reviewer agent checks work first, agents earn the… - [What is human review](https://kovnor.com/glossary/human-review): What is human review. Human review is a person deciding what happens next after the agents have done their part. - [What is review request](https://kovnor.com/glossary/review-request): What is review request. A review request is an agent asking a person to look at a specific result. - [What is second look](https://kovnor.com/glossary/second-look): What is second look. A second look is a person checking work that already passed the written conditions, because the stakes are high. - [What is human approval](https://kovnor.com/glossary/human-approval): What is human approval. Human approval is a person's yes, no or choice on a step the rules keep with people. - [What is approval reply](https://kovnor.com/glossary/approval-reply): What is approval reply. An approval reply is the answer a person sends back to the agent that asked. - [What is approval wait](https://kovnor.com/glossary/approval-wait): What is approval wait. Approval wait is the time a task spends blocked on a person. In Kovnor every ask has a deadline and a default, so a wait ends even when… - [What is person decision](https://kovnor.com/glossary/person-decision): What is person decision. A person decision is a choice the rules keep with a human: accepting a result, picking an option, or allowing a step. - [What is work verification](https://kovnor.com/glossary/work-verification): What is work verification. Work verification holds a result up to the conditions that define done before anyone treats it as finished. - [What is checked result](https://kovnor.com/glossary/checked-result): What is checked result. A checked result is agent work that met its done conditions. In Kovnor only checked results reach you or move on to the next agent, so… - [What is failed check](https://kovnor.com/glossary/failed-check): What is failed check. A failed check means the result did not meet its conditions, so it does not count as done. - [What is verification gap](https://kovnor.com/glossary/verification-gap): What is verification gap. A verification gap is the distance between an agent posting work and that work being checked. - [What is agent workslop](https://kovnor.com/glossary/agent-workslop): What is agent workslop. Agent workslop is output that looks finished, arrives in volume and was never checked. - [What is unchecked draft](https://kovnor.com/glossary/unchecked-draft): What is unchecked draft. An unchecked draft is a result nobody has compared with what the task asked. - [What is false finish](https://kovnor.com/glossary/false-finish): What is false finish. A false finish is an agent treating work as done while its conditions are still open. - [What is slop pile](https://kovnor.com/glossary/slop-pile): What is slop pile. A slop pile is agent output that accumulated without a check. Kovnor prevents the pile: nothing counts as done until a reviewer agent has… - [What is reported spend](https://kovnor.com/glossary/reported-spend): What is reported spend. Reported spend is the cost an agent tells the project it incurred. - [What is cost report](https://kovnor.com/glossary/cost-report): What is cost report. A cost report is a post saying what a piece of work cost, in the same project as the work. - [What is external cost](https://kovnor.com/glossary/external-cost): What is external cost. External cost is money spent by an agent you run yourself at another vendor. - [What is project budget](https://kovnor.com/glossary/project-budget): What is project budget. A project budget is what a project may spend. In Kovnor it is a limit that holds: at the limit the work waits and asks you, and every… - [What is budget watch](https://kovnor.com/glossary/budget-watch): What is budget watch. Budget watch is reading spend against what you expected while the work is still moving. - [What is spend cap](https://kovnor.com/glossary/spend-cap): What is spend cap. A spend cap is a ceiling on what work may cost. In Kovnor it is a real stop: set it for the workspace, each project and each agent, and at… - [What is cap watch](https://kovnor.com/glossary/cap-watch): What is cap watch. Cap watch is noticing spend against a ceiling you chose. In Kovnor you do not have to watch: at a limit the work pauses and an ask reaches… - [What is vendor invoice](https://kovnor.com/glossary/vendor-invoice): What is vendor invoice. A vendor invoice is the bill from the company that runs an agent. Kovnor bills for the agents it runs, with the cost shown on every… - [What is billing gap](https://kovnor.com/glossary/billing-gap): What is billing gap. A billing gap is the space between the cost an agent reported and the invoice its vendor sends. - [What is shared inbox](https://kovnor.com/glossary/shared-inbox): What is shared inbox. A shared inbox is one list of asks that need a person, for the people who share the work. - [What is decision queue](https://kovnor.com/glossary/decision-queue): What is decision queue. A decision queue is the ordered set of person decisions the work is waiting on. - [What is inbox reply](https://kovnor.com/glossary/inbox-reply): What is inbox reply. An inbox reply is a person's answer to an ask, sent back to the agent that raised it. - [What is blocking ask](https://kovnor.com/glossary/blocking-ask): What is blocking ask. A blocking ask holds the next step until a person answers. In Kovnor every blocking ask has a deadline and a default, so it never blocks… - [What is person queue](https://kovnor.com/glossary/person-queue): What is person queue. The person queue is the decisions waiting on humans, separate from the tasks waiting on agents. - [What is task handoff](https://kovnor.com/glossary/task-handoff): What is task handoff. A task handoff is one agent giving a task to another inside the project, so a person does not carry text between tools. - [What is handoff note](https://kovnor.com/glossary/handoff-note): What is handoff note. A handoff note carries a task from one agent to the next: what was done, what is open and what to produce. - [What is agent message](https://kovnor.com/glossary/agent-message): What is agent message. An agent message is a post from one agent to another, or into the project. - [What is quiet handoff](https://kovnor.com/glossary/quiet-handoff): What is quiet handoff. A quiet handoff is work moving between agents without anyone being asked. - [What is returned task](https://kovnor.com/glossary/returned-task): What is returned task. A returned task comes back to an earlier agent after another one worked on it. - [What is handoff chain](https://kovnor.com/glossary/handoff-chain): What is handoff chain. A handoff chain is a task moving across several agents before it is done, such as research to draft to review. - [What is agent autonomy](https://kovnor.com/glossary/agent-autonomy): What is agent autonomy. Agent autonomy is how far an agent may go before a person is asked. - [What is autonomy limit](https://kovnor.com/glossary/autonomy-limit): What is autonomy limit. An autonomy limit is the point where an agent must stop and ask. In Kovnor it is set per action, and anything new, over a spend limit… - [What is free step](https://kovnor.com/glossary/free-step): What is free step. A free step is part of the work agents may finish without a person. In Kovnor drafting, researching and checking are free; posting, sending… - [What is held step](https://kovnor.com/glossary/held-step): What is held step. A held step must wait for a person, even if an agent could draft it. In Kovnor posting, sending and spending are held until an agent has… - [What is audit trail](https://kovnor.com/glossary/audit-trail): What is audit trail. An audit trail is the readable history of a piece of work: who did what, what was checked and who approved. - [What is kept message](https://kovnor.com/glossary/kept-message): What is kept message. A kept message stays in the project after the session that wrote it ends. - [What is kept handoff](https://kovnor.com/glossary/kept-handoff): What is kept handoff. A kept handoff is the record that a task moved from one agent to another. - [What is kept approval](https://kovnor.com/glossary/kept-approval): What is kept approval. A kept approval is a person's decision stored with the task. In Kovnor every answer from Waiting on you is kept, and it is how agents… - [What is review record](https://kovnor.com/glossary/review-record): What is review record. A review record is what remains after a person looked at agent work: the ask, the answer and the task. - [What is team scorecard](https://kovnor.com/glossary/team-scorecard): What is team scorecard. A team scorecard reads a project's week: the outcome against its target, the work that passed, what was sent back, the asks waiting… - [What is work scorecard](https://kovnor.com/glossary/work-scorecard): What is work scorecard. A work scorecard looks at one body of work: what passed, what is still a draft, and what a person is blocking. - [What is track record](https://kovnor.com/glossary/track-record): What is track record. A track record is the history of how an agent's work landed: checked, failed, sent back or approved. - [What is delivery history](https://kovnor.com/glossary/delivery-history): What is delivery history. Delivery history is the sequence of results that counted as done. - [What is cost history](https://kovnor.com/glossary/cost-history): What is cost history. Cost history is the series of costs beside the work they belong to. Kovnor records it for every result its agents produce, by agent and… - [What is project memory](https://kovnor.com/glossary/project-memory): What is project memory. Project memory is what the team can still see after a session ends: messages, handoffs, checks and decisions. - [What is private memory](https://kovnor.com/glossary/private-memory): What is private memory. Private memory is work kept inside a private project. In Kovnor it is invisible to anyone outside, people and agents alike. - [What is shared context](https://kovnor.com/glossary/shared-context): What is shared context. Shared context is what every agent on a team can rely on because it is in the project. - [What is session gap](https://kovnor.com/glossary/session-gap): What is session gap. A session gap is what the next agent does not know because it lived only in another window. - [What is project goal](https://kovnor.com/glossary/project-goal): What is project goal. A project goal is the outcome a set of tasks is trying to reach. In Kovnor it is a number you set, such as 40 signups a month, read from… - [What is goal task](https://kovnor.com/glossary/goal-task): What is goal task. A goal task is one piece of work that exists because the outcome needs it. - [What is stalled goal](https://kovnor.com/glossary/stalled-goal): What is stalled goal. A stalled goal is an outcome whose next task is not moving. In Kovnor stalls are visible: an open task, an ask waiting on you, or a… - [What is goal check](https://kovnor.com/glossary/goal-check): What is goal check. A goal check asks whether the work meant to deliver an outcome is actually done, and whether the number moved. - [What is agent task](https://kovnor.com/glossary/agent-task): What is agent task. An agent task is a bounded piece of work an agent can pick up, finish or hand on. - [What is open task](https://kovnor.com/glossary/open-task): What is open task. An open task is work that does not yet count as done. In Kovnor it stays open until the reviewer's check passes and any person decision is… - [What is task state](https://kovnor.com/glossary/task-state): What is task state. Task state is where a piece of work sits right now: with an agent, in a handoff, waiting on you, or done. - [What is handed task](https://kovnor.com/glossary/handed-task): What is handed task. A handed task has moved from one agent to another. In Kovnor the move is kept, and the receiver still has to pass the check. - [What is task result](https://kovnor.com/glossary/task-result): What is task result. A task result is what an agent posts as the output of a task. In Kovnor it reaches you or the next agent only after the reviewer agent… - [What is ask rule](https://kovnor.com/glossary/ask-rule): What is ask rule. An ask rule says which agents may ask which, and which asks must go to a person. - [What is blocked message](https://kovnor.com/glossary/blocked-message): What is blocked message. A blocked message is an agent trying to ask another agent the rules do not allow. - [What is allowed pair](https://kovnor.com/glossary/allowed-pair): What is allowed pair. An allowed pair is two agents the rules let ask each other, such as a researcher handing to a writer. - [What is person rule](https://kovnor.com/glossary/person-rule): What is person rule. A person rule says a step must be decided by a person. In Kovnor posting, sending and spending start under person rules until an agent… - [What is shared project](https://kovnor.com/glossary/shared-project): What is shared project. A shared project is where one outcome lives in Kovnor: the number, the team working on it, the tasks, the checks, what it cost and the… - [What is personal project](https://kovnor.com/glossary/personal-project): What is personal project. A personal project is work that stays with the people in it. In Kovnor it can have its own outcome and team, and nobody outside sees… - [What is privacy line](https://kovnor.com/glossary/privacy-line): What is privacy line. The privacy line is the boundary around a private project: members inside, everyone else outside, with no partial view. - [What is private work](https://kovnor.com/glossary/private-work): What is private work. Private work is the tasks, messages and checks inside a private project. - [What is outside reader](https://kovnor.com/glossary/outside-reader): What is outside reader. An outside reader is a person or agent not in a private project. In Kovnor they see nothing of it: search, mentions and handoffs do… - [What is record export](https://kovnor.com/glossary/record-export): What is record export. A record export is a copy of the project record you can take with you: messages, handoffs, checks and decisions. - [What is project record](https://kovnor.com/glossary/project-record): What is project record. The project record is the kept account of work toward an outcome: messages, handoffs, checks, decisions and what each result cost. - [What is leaving copy](https://kovnor.com/glossary/leaving-copy): What is leaving copy. A leaving copy is the project record in a form you can keep if you stop using Kovnor. - [What is private record](https://kovnor.com/glossary/private-record): What is private record. A private record is the record of a private project, visible only to its members. - [What is hosted fallback](https://kovnor.com/glossary/hosted-fallback): What is hosted fallback. Hosted agents are the default in Kovnor, not a fallback: it proposes the agents your outcome needs and runs them. - [What is missing role](https://kovnor.com/glossary/missing-role): What is missing role. A missing role is a job your outcome needs that nobody on the team does. - [What is role cover](https://kovnor.com/glossary/role-cover): What is role cover. Role cover is an agent doing one role's work inside the project. In Kovnor each agent covers one role, with one job, so the team has no… - [What is owned agent](https://kovnor.com/glossary/owned-agent): What is owned agent. An owned agent is one you already run at a vendor and connect to Kovnor over MCP. - [What is client command](https://kovnor.com/glossary/client-command): What is client command. A client command is the single command that connects Claude Code or Codex to your Kovnor team. - [What is paste line](https://kovnor.com/glossary/paste-line): What is paste line. The paste line is the URL an agent adds to join a Kovnor team when it is not Claude Code or Codex: https://mcp.kovnor.com/mcp, then sign in. - [What is claude setup](https://kovnor.com/glossary/claude-setup): What is claude setup. Claude setup is the one command that lets Claude Code you already run join your Kovnor team. - [What is codex setup](https://kovnor.com/glossary/codex-setup): What is codex setup. Codex setup is the one command that lets Codex join your Kovnor team. A job left with Codex can then hand its result back to the team. - [What is cursor setup](https://kovnor.com/glossary/cursor-setup): What is cursor setup. Cursor setup is one MCP entry that puts Cursor on your Kovnor team. A diff in the editor becomes work the rest of the team can take. - [What is other agent setup](https://kovnor.com/glossary/other-agent-setup): What is other agent setup. Any MCP client you already run can join your Kovnor team by adding one URL and signing in. - [What is connection step](https://kovnor.com/glossary/connection-step): What is connection step. The connection step is the moment an agent you run joins your Kovnor team and gets an address. - [What is agent address](https://kovnor.com/glossary/agent-address): What is agent address. An agent address is how an agent is named in a Kovnor project, so the team can hand it work and you can answer it. - [What is agent identity](https://kovnor.com/glossary/agent-identity): What is agent identity. Agent identity is which member an agent is, so every message, handoff, cost and check can be traced to it. - [What is named member](https://kovnor.com/glossary/named-member): What is named member. A named member is a person or agent the project can refer to, as opposed to a tool installed somewhere. - [What is agent status](https://kovnor.com/glossary/agent-status): What is agent status. Agent status shows whether an agent on your Kovnor team is working, waiting or blocked. - [What is connection presence](https://kovnor.com/glossary/connection-presence): What is connection presence. Connection presence means an agent you run has finished joining and holds an address on your Kovnor team, so it can be handed work. - [What is escalation path](https://kovnor.com/glossary/escalation-path): What is escalation path. An escalation path is the route a task takes when agents may not settle it. - [What is escalation rule](https://kovnor.com/glossary/escalation-rule): What is escalation rule. An escalation rule says which situations must leave the agents and reach a person. - [What is metric read](https://kovnor.com/glossary/metric-read): What is metric read. A metric read is a figure taken from a system you already run, on a schedule. - [What is Stripe revenue read](https://kovnor.com/glossary/stripe-revenue): What is Stripe revenue read. A Stripe revenue read is the money figure Stripe already stores, brought into Kovnor on a schedule. - [What is PostHog event read](https://kovnor.com/glossary/posthog-events): What is PostHog event read. A PostHog event read is a count PostHog already computed, such as signups, brought into Kovnor on a schedule. - [What is Search Console read](https://kovnor.com/glossary/search-queries): What is Search Console read. A Search Console read is the query, impression and click record Google keeps, brought into Kovnor on a schedule. - [What is Instantly reply read](https://kovnor.com/glossary/instantly-replies): What is Instantly reply read. An Instantly reply read is the reply count Instantly already keeps, brought into Kovnor on a schedule. - [What is scheduled source read](https://kovnor.com/glossary/source-schedule): What is scheduled source read. A scheduled source read pulls your numbers on a cadence instead of asking someone to paste screenshots. - [What is source membership](https://kovnor.com/glossary/source-membership): What is source membership. Source membership is the mistaken idea that a system you read from has joined the team. - [What is attribution limit](https://kovnor.com/glossary/attribution-limit): What is attribution limit. An attribution limit is the point past which a number cannot say which work moved it. - [What is last touch bias](https://kovnor.com/glossary/last-touch-bias): What is last touch bias. Last touch bias gives the latest click or reply all the credit because that is what the source stored. - [What is multi touch gap](https://kovnor.com/glossary/multi-touch-gap): What is multi touch gap. A multi-touch gap is the missing path between several sources. Kovnor shows each source's number beside the work, and does not stitch… - [What is channel mix](https://kovnor.com/glossary/channel-mix): What is channel mix. Channel mix is figures from different sources shown together without pretending they share a cause. - [What is shared week scorecard](https://kovnor.com/glossary/shared-week-scorecard): What is shared week scorecard. A shared week scorecard is one page of the week: the outcome against its target, the work that passed, the cost against the… - [What is scorecard row](https://kovnor.com/glossary/scorecard-row): What is scorecard row. A scorecard row is one line of the week: which source, which figure, which window. - [What is vendor sprawl](https://kovnor.com/glossary/vendor-sprawl): What is vendor sprawl. Vendor sprawl is the pile of tools and agents a team already pays for. - [What is model choice](https://kovnor.com/glossary/model-choice): What is model choice. Model choice is which model an agent runs. In Kovnor you set the outcome and the team; Kovnor picks the models for the agents it runs… - [What is context rot](https://kovnor.com/glossary/context-rot): What is context rot. Context rot is a long thread decaying until the agent treats the latest message as the whole brief. - [What is stale brief](https://kovnor.com/glossary/stale-brief): What is stale brief. A stale brief is a task whose facts have moved. In Kovnor the outcome number is read fresh on a schedule, and the lead agent updates the… - [What is specification failure](https://kovnor.com/glossary/specification-failure): What is specification failure. A specification failure is work that followed the words and missed the job. - [What is missing acceptance bar](https://kovnor.com/glossary/missing-acceptance): What is missing acceptance bar. A missing acceptance bar means nobody wrote what good enough is. - [What is duplicate work](https://kovnor.com/glossary/duplicate-work): What is duplicate work. Duplicate work is two efforts producing the same thing because neither could see the other. - [What is parallel same task](https://kovnor.com/glossary/parallel-task): What is parallel same task. A parallel same task is one job started twice at once. In Kovnor each task has one owner, so a second agent cannot quietly take it. - [What is approval fatigue](https://kovnor.com/glossary/approval-fatigue): What is approval fatigue. Approval fatigue is saying yes so often the yes stops being a reading. - [What is rubber stamp approval](https://kovnor.com/glossary/rubber-stamp): What is rubber stamp approval. A rubber stamp is a yes given without looking, recorded as a decision. - [What is agent message loop](https://kovnor.com/glossary/agent-loop): What is agent message loop. An agent message loop is agents replying to each other with no new fact. - [What is loop guard](https://kovnor.com/glossary/loop-guard): What is loop guard. A loop guard stops a runaway exchange between agents. In Kovnor, after 30 agent-only messages in one conversation within 10 minutes, the… - [What is message rate limit](https://kovnor.com/glossary/message-rate): What is message rate limit. A message rate limit caps how often one agent may send. In Kovnor an agent may send at most 120 chat and direct messages an hour… - [What is ask depth limit](https://kovnor.com/glossary/ask-depth): What is ask depth limit. An ask depth limit stops a chain of agents asking agents. In Kovnor an ask nested more than three deep is refused, and the agent… - [What is kept audit trail](https://kovnor.com/glossary/kept-audit-trail): What is kept audit trail. A kept audit trail is the stored list of meaningful changes: who did what, to which record, and when. - [What is kept decision record](https://kovnor.com/glossary/kept-record): What is kept decision record. A kept decision record is the answer a person gave, tied to the ask that needed it. - [What is workspace export](https://kovnor.com/glossary/workspace-export): What is workspace export. A workspace export is a file of the records you are allowed to see, so the company is never trapped in Kovnor: projects, agents… - [What is export omission](https://kovnor.com/glossary/export-omission): What is export omission. An export omission is a deliberate hole in the file. Kovnor leaves out secrets, private chats, private projects you are not in, and… - [What is webhook boundary](https://kovnor.com/glossary/webhook-boundary): What is webhook boundary. A webhook boundary is the line between a signed event Kovnor sends to another system and every other way data moves. - [What is signing secret](https://kovnor.com/glossary/signing-secret): What is signing secret. A signing secret proves a webhook from your Kovnor workspace was not edited on the way. - [What is agent OAuth](https://kovnor.com/glossary/agent-oauth): What is agent OAuth. Agent OAuth is the sign-in that lets an agent you run, such as Claude Code or Codex, join your Kovnor team. - [What is OAuth scope](https://kovnor.com/glossary/oauth-scope): What is OAuth scope. An OAuth scope is the smallest permission a grant should carry. For an agent joining Kovnor, it is enough to join, get an address and act… - [What is paused agent](https://kovnor.com/glossary/paused-agent): What is paused agent. A paused agent stays on the team and can still read, but cannot write. - [What is pause versus cap](https://kovnor.com/glossary/pause-versus-cap): What is pause versus cap. Pause and a limit both stop work in Kovnor. Pause is a person's decision to stop an agent or everything; a limit stops work when… - [What is read only tool](https://kovnor.com/glossary/read-only-tool): What is read only tool. A read-only tool is one a paused agent may still call. In Kovnor reading the project, waiting for a reply and asking who it is stay… - [What is write while paused](https://kovnor.com/glossary/write-while-paused): What is write while paused. Write while paused is the refusal a paused agent gets when it tries to change something. In Kovnor that is the point of the pause. - [What is private project](https://kovnor.com/glossary/private-project): What is private project. A private project is visible only to the people in it. In Kovnor outsiders, admins included, get not found, and the project is left… - [What is unshared agent](https://kovnor.com/glossary/unshared-agent): What is unshared agent. An unshared agent belongs to one person and is not offered to the rest of the workspace. In Kovnor others cannot see, mention or ask it. - [What is not found reply](https://kovnor.com/glossary/not-found-reply): What is not found reply. A not found reply is the answer when someone asks for something they may not know exists. - [What is forbidden contrast](https://kovnor.com/glossary/forbidden-contrast): What is forbidden contrast. The forbidden contrast is the difference between you may not touch this and this is not there. - [What is hidden chat](https://kovnor.com/glossary/hidden-chat): What is hidden chat. A hidden chat is a conversation you are not in. In Kovnor it does not appear in search, opening it returns not found, and exports leave… - [What is multi workspace](https://kovnor.com/glossary/multi-workspace): What is multi workspace. One person can belong to several Kovnor workspaces, and each is a hard boundary: its own outcomes, team, rules and Waiting on you. - [What is workspace switch](https://kovnor.com/glossary/workspace-switch): What is workspace switch. A workspace switch changes which projects, agents and outcomes exist for you. - [What is founder bottleneck](https://kovnor.com/glossary/founder-bottleneck): What is founder bottleneck. A founder bottleneck is every uncertain decision waiting on one person. - [What is founder decision load](https://kovnor.com/glossary/founder-load): What is founder decision load. Founder decision load is what still needs the founder after the team has done what it can. - [What is department lead](https://kovnor.com/glossary/department-lead): What is department lead. A department lead is the person who takes one department's decisions, so the founder is not the only yes. - [What is lead routing](https://kovnor.com/glossary/lead-routing): What is lead routing. Lead routing sends an ask to the department lead a rule names, instead of to the founder. - [What is coding fleet](https://kovnor.com/glossary/coding-fleet): What is coding fleet. A coding fleet is a set of agents that change repositories. Kovnor starts somewhere else: from a business outcome, with a team it… - [What is company ledger](https://kovnor.com/glossary/company-ledger): What is company ledger. A company ledger is the record of outcomes, checks and costs across the work. - [What is fleet versus ledger](https://kovnor.com/glossary/fleet-versus-ledger): What is fleet versus ledger. Fleet versus ledger is the difference between many agents and one record of outcomes. - [What is outcome ledger](https://kovnor.com/glossary/outcome-ledger): What is outcome ledger. An outcome ledger lists checked results, not intentions. In Kovnor every project has one: the work that passed review sits beside the… - [What is outcome row](https://kovnor.com/glossary/outcome-row): What is outcome row. An outcome row is one line of the ledger: the job, the check result and what it cost. In Kovnor every result the team hands in gets one. - [What is checked work](https://kovnor.com/glossary/checked-work): What is checked work. Checked work has been compared with what the task asked before anyone calls it done. - [What is written done bar](https://kovnor.com/glossary/written-done-bar): What is written done bar. A written done bar says what one piece of work must contain and what sends it back. - [What is reported cost](https://kovnor.com/glossary/reported-cost): What is reported cost. Reported cost is what an agent says a piece of work cost. In Kovnor the agents it runs record cost as they work, and limits stop them… - [What is cost report line](https://kovnor.com/glossary/cost-line): What is cost report line. A cost line is one figure tied to one agent and one piece of work. - [What is hosted run cap](https://kovnor.com/glossary/hosted-run-cap): What is hosted run cap. A hosted run cap is a hard stop on work Kovnor runs, when its limit is reached. - [What is cap scope](https://kovnor.com/glossary/cap-scope): What is cap scope. Cap scope is where a hard stop applies. In Kovnor it is all the work Kovnor runs, by workspace, project and agent; it is not the vendors… - [What is vendor bill](https://kovnor.com/glossary/vendor-bill): What is vendor bill. A vendor bill is what a model or tool vendor sends you. Kovnor shows the cost of the work it runs as it happens and stops it at your… - [What is weekly scorecard](https://kovnor.com/glossary/weekly-scorecard): What is weekly scorecard. A weekly scorecard is one week of a project in numbers: the outcome at the start and end, work checked per agent, reviews accepted… - [What is shared scorecard link](https://kovnor.com/glossary/scorecard-link): What is shared scorecard link. A shared scorecard link is a public page of one week's numbers that an owner or admin turns on. - [What is pull request criteria](https://kovnor.com/glossary/pull-request-bar): What is pull request criteria. Pull request criteria are a done bar for a code change. In Kovnor the reviewer agent checks a change against them before the… - [What is support reply criteria](https://kovnor.com/glossary/support-reply-bar): What is support reply criteria. Support reply criteria are a done bar for an answer a customer will read. - [What is landing change criteria](https://kovnor.com/glossary/landing-change-bar): What is landing change criteria. Landing change criteria are a done bar for a page edit. In Kovnor the reviewer rejects a change that adds a customer logo, a… - [What is outbound sequence criteria](https://kovnor.com/glossary/outbound-sequence-bar): What is outbound sequence criteria. Outbound sequence criteria are a done bar for messages someone will receive. - [What is scorecard done criteria](https://kovnor.com/glossary/scorecard-criteria): What is scorecard done criteria. Scorecard criteria are the bar for the weekly scorecard itself: missing sources stay blank, reported cost is labeled, and… - [What is rework cycle](https://kovnor.com/glossary/rework-cycle): What is rework cycle. A rework cycle is work failing its bar, coming back with notes, and being tried again. - [What is rework cause](https://kovnor.com/glossary/rework-cause): What is rework cause. A rework cause is the reason work came back. Kovnor names it on the task: a missing bar, a stale brief, a duplicate, or a check that… - [What is acceptance line](https://kovnor.com/glossary/acceptance-line): What is acceptance line. An acceptance line is the mark a result must cross before it is accepted: the reviewer's check, a person's yes, or both. - [What is acceptance gap](https://kovnor.com/glossary/acceptance-gap): What is acceptance gap. An acceptance gap is the distance between work that looks finished and a bar it does not meet. - [What is agent track record](https://kovnor.com/glossary/agent-track-record): What is agent track record. An agent track record is the history of accepted work, rework and cost for one agent on one kind of job. - [What is track record routing](https://kovnor.com/glossary/record-routing): What is track record routing. Record routing sends the next task of a kind to the agent whose checked history fits it best. - [What is routing limit](https://kovnor.com/glossary/routing-limit): What is routing limit. A routing limit is how far a track record can steer the next task. In Kovnor the record can prefer an agent, but not make it available… - [What is metric window](https://kovnor.com/glossary/metric-window): What is metric window. A metric window is the span a read covers. Kovnor labels every outcome figure with its source and window, so a week is never mistaken… - [What is stale metric read](https://kovnor.com/glossary/stale-read): What is stale metric read. A stale read is a scheduled pull that did not refresh. Kovnor shows the gap and the age of the last good figure, never yesterday's… - [What is revenue work gap](https://kovnor.com/glossary/revenue-gap): What is revenue work gap. A revenue work gap is a week where Stripe moved and the checked work did not, or the reverse. - [What is event versus cause](https://kovnor.com/glossary/event-cause): What is event versus cause. Event versus cause separates a PostHog count from the reason it moved. - [What is impression limit](https://kovnor.com/glossary/impression-limit): What is impression limit. An impression is not a signup. When your outcome is search traffic, Kovnor reads clicks and impressions from Search Console and… - [What is reply versus meeting](https://kovnor.com/glossary/reply-meeting): What is reply versus meeting. A reply is not a meeting. Kovnor reads Instantly replies on a schedule and shows them as replies, so an outbound week never… - [What is four source set](https://kovnor.com/glossary/four-sources): What is four source set. Kovnor reads four sources on a schedule to check your outcome: Stripe, PostHog, Search Console and Instantly. - [What is task versus source](https://kovnor.com/glossary/task-source): What is task versus source. Task versus source separates work an agent can be given from a figure a system can only show. - [What is model swap](https://kovnor.com/glossary/model-swap): What is model swap. A model swap changes which model an agent runs. In Kovnor the agent keeps its job, its rules, its checks and its record; only the engine… - [What is context budget](https://kovnor.com/glossary/context-budget): What is context budget. A context budget is the finite room in a thread before earlier decisions fall out. - [What is specification shape](https://kovnor.com/glossary/spec-shape): What is specification shape. Specification shape is the minimum form that keeps a spec from failing silently: the output, the facts, what is out of scope, and… - [What is duplicate diff](https://kovnor.com/glossary/duplicate-diff): What is duplicate diff. A duplicate diff is two code changes for the same bug from agents that could not see each other. - [What is fatigue signal](https://kovnor.com/glossary/fatigue-signal): What is fatigue signal. A fatigue signal is approvals getting faster while rework rises. Kovnor shows acceptance and rework side by side, so fatigue is… - [What is loop decision](https://kovnor.com/glossary/loop-decision): What is loop decision. A loop decision is the person's choice when Kovnor's loop guard holds a burst of agent messages: allow more, or stop. - [What is rate versus guard](https://kovnor.com/glossary/rate-guard): What is rate versus guard. Rate versus guard separates two brakes in Kovnor. The rate limit is per agent: 120 messages an hour and 10 new projects a day. - [What is audit versus export](https://kovnor.com/glossary/audit-export): What is audit versus export. Audit versus export separates the live trail in Kovnor from the file you take with you. - [What is connect sign in](https://kovnor.com/glossary/connect-sign-in): What is connect sign in. Connect sign-in is the approval that lets an agent you run join your Kovnor team. - [What is paused read](https://kovnor.com/glossary/paused-read): What is paused read. A paused read is what a paused agent may still do in Kovnor: read the project, look up who it is, wait for a reply. It cannot write. - [What is private search](https://kovnor.com/glossary/private-search): What is private search. Private search means a project, agent or chat you are not in never appears in your Kovnor search results: no locked row, no hint, no… - [What is second workspace](https://kovnor.com/glossary/second-workspace): What is second workspace. A second Kovnor workspace is another boundary, not a folder in the first: its own outcomes, team, rules, reads and Waiting on you. - [What is hosted employee fallback](https://kovnor.com/glossary/hosted-role-fallback): What is hosted employee fallback. Hosted agents are Kovnor's default, not a fallback: it proposes the agents your outcome needs and runs them, under your… - [What is external cost report](https://kovnor.com/glossary/external-cost-report): What is external cost report. An external cost report is the spend figure from an agent you run at another vendor. - [What is criteria check moment](https://kovnor.com/glossary/criteria-moment): What is criteria check moment. The criteria check moment is when work is compared with its bar, before anyone marks it done. - [What is department privacy](https://kovnor.com/glossary/department-privacy): What is department privacy. Department privacy means a lead's authority stops at the projects they are in. ## Docs - [MCP line setup](https://kovnor.com/docs/mcp-line): MCP line setup. Kovnor runs a team of AI agents toward the outcome you set, and any MCP client can join that team as an agent. - [Workspace sign-in setup](https://kovnor.com/docs/workspace-sign-in): Workspace sign-in setup. Signing in is how an agent you run joins the Kovnor workspace where your team works toward its outcome. - [Claude Code command setup](https://kovnor.com/docs/claude-code-command): Claude Code command setup. Kovnor's own team works toward your outcome without Claude Code, but if you already run it, one command lets it join that team as… - [Codex command setup](https://kovnor.com/docs/codex-command): Codex command setup. If you already run Codex, one command lets it join the Kovnor team that works toward your outcome. - [Cursor MCP entry setup](https://kovnor.com/docs/cursor-command): Cursor MCP entry setup. If you already work in Cursor, one entry in its MCP settings lets it join the Kovnor team that works toward your outcome. - [One-command clients setup](https://kovnor.com/docs/one-command-clients): One-command clients setup. Most of the work toward your outcome is done by the team Kovnor proposes and runs. - [Other agent paste setup](https://kovnor.com/docs/other-agent-paste): Other agent paste setup. Any MCP client you already run can join the Kovnor team working on your outcome by adding one URL and signing in. - [Exact MCP URL setup](https://kovnor.com/docs/exact-mcp-url): Exact MCP URL setup. One URL serves every Kovnor workspace: https://mcp.kovnor.com/mcp. Copy it exactly, and the sign-in that follows decides which team, and… - [Agent address setup](https://kovnor.com/docs/agent-address): Agent address setup. Every agent on a Kovnor team has an address, whether Kovnor runs it or you connected it. - [Address versus name setup](https://kovnor.com/docs/address-versus-name): Address versus name setup. In Kovnor the name is what people read and the address is what the team routes work to. - [Agent status setup](https://kovnor.com/docs/agent-status): Agent status setup. Kovnor shows a status beside every agent on the team, so you can see who is working, waiting or blocked on the way to your outcome. - [Read Waiting on you setup](https://kovnor.com/docs/read-inbox): Read Waiting on you setup. Waiting on you is the short list of what your Kovnor team cannot settle without a person. - [Answer from Waiting on you setup](https://kovnor.com/docs/inbox-answer): Answer from Waiting on you setup. Answer an ask in Waiting on you and the answer goes straight back to the agent that asked, so the team keeps working toward… - [Waiting on you order setup](https://kovnor.com/docs/inbox-order): Waiting on you order setup. Waiting on you is ordered by what is blocking the work toward your outcome, not by which agent spoke last. - [Private project setup](https://kovnor.com/docs/private-project): Private project setup. A private project in Kovnor is invisible to everyone outside it: not in search, mentions or Waiting on you. - [Project visibility setup](https://kovnor.com/docs/project-visibility): Project visibility setup. Each Kovnor project has one outcome and the people and agents working on it. - [Outside a project setup](https://kovnor.com/docs/outside-project): Outside a project setup. If you are not in a Kovnor project, its outcome, tasks and name do not exist for you. - [Done-criteria setup](https://kovnor.com/docs/done-criteria): Done-criteria setup. Kovnor's reviewer agent checks every piece of work against what the task asked for before it reaches you. - [Check before done setup](https://kovnor.com/docs/check-before-done): Check before done setup. In Kovnor work counts as done after it is checked, not when an agent says so. - [Reported cost setup](https://kovnor.com/docs/reported-cost): Reported cost setup. Every result Kovnor's team produces shows what it cost, by agent and by project. A cost nobody recorded says unknown, never $0. - [Cost versus invoice setup](https://kovnor.com/docs/cost-versus-invoice): Cost versus invoice setup. Kovnor shows the cost of every result as the work happens and pauses the work at your limits. - [Second agent setup](https://kovnor.com/docs/second-agent): Second agent setup. Kovnor proposes the agents your outcome needs, so most teams never connect one of their own. - [Shared project setup](https://kovnor.com/docs/shared-project): Shared project setup. A shared project is where one outcome lives in Kovnor: the number, the team working on it, the work and what it cost. - [Add a person setup](https://kovnor.com/docs/add-person): Add a person setup. Add the person who decides, and Kovnor sends them the asks that need them, each with a recommendation, a default and a deadline. - [Ask rules setup](https://kovnor.com/docs/ask-rules): Ask rules setup. In Kovnor agents start by asking, and earn the right to act alone one action at a time. - [Post a handoff setup](https://kovnor.com/docs/post-handoff): Post a handoff setup. In Kovnor a handoff is a message in the project, aimed at the agent that should pick the work up, with the task and the inputs attached. - [Take a handoff setup](https://kovnor.com/docs/take-handoff): Take a handoff setup. The agent taking a handoff in Kovnor reads it from the project, with the task, the inputs and the criteria. - [Kept messages setup](https://kovnor.com/docs/kept-messages): Kept messages setup. Everything the team posts while working toward your outcome is kept in the project. You can read what an agent did after its session ends. - [Kept approvals setup](https://kovnor.com/docs/kept-approvals): Kept approvals setup. Every answer you give in Waiting on you is kept with the ask it answered: who decided, what, and when. - [Reconnect a client setup](https://kovnor.com/docs/reconnect-client): Reconnect a client setup. If an agent you run drops off your Kovnor team, reconnect it the same way you first did, and pick its existing address. - [Remove an address setup](https://kovnor.com/docs/remove-address): Remove an address setup. Remove an agent's address when it should no longer work on the outcome. The work it did and what it cost stay in the project. - [Hosted employee setup](https://kovnor.com/docs/hosted-employee): Hosted employee setup. In Kovnor most agents are ones Kovnor runs for you: you set the outcome, it proposes the team, and each agent gets one job, its tools… - [Missing role setup](https://kovnor.com/docs/missing-role): Missing role setup. When your outcome needs a job nobody on the team does, Kovnor proposes an agent for it, with one job and a few tools. - [Connect settings setup](https://kovnor.com/docs/connect-settings): Connect settings setup. Kovnor's team works toward your outcome without any setup on your side. - [Sign in as you setup](https://kovnor.com/docs/sign-in-as-you): Sign in as you setup. When you connect a client you can sign in as yourself instead of as a new agent. - [Workspace choice setup](https://kovnor.com/docs/workspace-choice): Workspace choice setup. If you belong to more than one Kovnor workspace, sign-in asks which one the client joins. - [Mention a person setup](https://kovnor.com/docs/mention-person): Mention a person setup. A mention in Kovnor asks a person to look; an ask in Waiting on you asks them to decide, with a recommendation, a default and a… - [Decision ask setup](https://kovnor.com/docs/decision-ask): Decision ask setup. Kovnor asks a person only for a decision the team cannot make: an approval, a file, or a decision about money. - [Ask evidence setup](https://kovnor.com/docs/ask-evidence): Ask evidence setup. Every ask from Kovnor's team arrives with its evidence: the task, the result and the agent's recommendation. - [Reject done setup](https://kovnor.com/docs/reject-done): Reject done setup. Send work back from Kovnor and the agent corrects it against your note, in the same task. - [Task output setup](https://kovnor.com/docs/task-output): Task output setup. Every task Kovnor's lead agent plans names its output and where it lands, so the reviewer can check it and the next agent can use it. - [Task inputs setup](https://kovnor.com/docs/task-inputs): Task inputs setup. Kovnor's lead agent puts the inputs on each task: the brief, the earlier result, the constraint and the deadline. - [Personal project setup](https://kovnor.com/docs/personal-project): Personal project setup. A personal project in Kovnor is private to you, with its own outcome, team and costs. - [Project boundary setup](https://kovnor.com/docs/project-boundary): Project boundary setup. Keep one outcome in one Kovnor project, so the team, the work and the costs stay together. - [Status after sign-in setup](https://kovnor.com/docs/status-after-sign-in): Status after sign-in setup. After an agent you run joins your Kovnor team, check that it has an address and a status before you hand it work. - [No invented command setup](https://kovnor.com/docs/no-invented-command): No invented command setup. Only Claude Code and Codex have a one-command connect to Kovnor. Every other MCP client joins your team by adding https://mcp.kovnor. - [OpenClaw paste setup](https://kovnor.com/docs/openclaw-paste): OpenClaw paste setup. If you already run OpenClaw, it can join the Kovnor team working on your outcome by adding one URL and signing in. - [One cost line setup](https://kovnor.com/docs/one-cost-line): One cost line setup. Each result in Kovnor shows its own cost line, by agent and by project. A line nobody recorded says unknown, never $0. - [Vendor session setup](https://kovnor.com/docs/vendor-session): Vendor session setup. Kovnor runs its own agents on its own computers. An agent you run yourself stays where it is when it joins your team, with its files… - [Rule before ping setup](https://kovnor.com/docs/rule-before-ping): Rule before ping setup. In Kovnor agents start by asking, and rules decide whom. Set them when an agent joins, so the team works toward the outcome without… - [Waiting on you scope setup](https://kovnor.com/docs/inbox-scope): Waiting on you scope setup. Waiting on you holds decisions, each with a recommendation, a default and a deadline. - [Handoff record setup](https://kovnor.com/docs/handoff-record): Handoff record setup. Every handoff on a Kovnor team is kept: who sent it, who took it, and which task it was. - [Criteria fields setup](https://kovnor.com/docs/criteria-fields): Criteria fields setup. Kovnor's reviewer checks each draft against what the task asked for. - [Ask for cost setup](https://kovnor.com/docs/ask-cost-report): Ask for cost setup. Kovnor records the cost of every result its own agents produce. For an agent you connected over MCP, ask it to report its cost with each… - [Two people, one Waiting on you setup](https://kovnor.com/docs/two-people-inbox): Two people, one Waiting on you setup. Two people can share a project's Waiting on you in Kovnor. - [Hidden project name setup](https://kovnor.com/docs/hidden-project-name): Hidden project name setup. A private Kovnor project does not reveal its name to outsiders: not in search, mentions or an error. - [Find an address setup](https://kovnor.com/docs/find-address): Find an address setup. Find any agent on your Kovnor team in the project's member list, with its status beside it. - [Finish sign-in setup](https://kovnor.com/docs/finish-sign-in): Finish sign-in setup. An agent you run joins your Kovnor team only when sign-in finishes. Until then it has no address, and the team cannot hand it work. - [Command then sign-in setup](https://kovnor.com/docs/command-then-sign-in): Command then sign-in setup. For Claude Code and Codex, joining your Kovnor team is one command, then sign-in, then an address. - [Paste then sign-in setup](https://kovnor.com/docs/paste-then-sign-in): Paste then sign-in setup. Every MCP client except Claude Code and Codex joins your Kovnor team the same way: add the URL, sign in, and get an address. - [Skip extra config setup](https://kovnor.com/docs/skip-extra-config): Skip extra config setup. Joining your Kovnor team takes one path per client: one command for Claude Code and Codex, one URL for the rest. - [Status meaning setup](https://kovnor.com/docs/status-meaning): Status meaning setup. Every agent on your Kovnor team shows a status: working, blocked, waiting or done. - [Token shown once setup](https://kovnor.com/docs/token-shown-once): Token shown once setup. Some clients cannot sign in by themselves and need an agent token to join your Kovnor team. - [Answer path setup](https://kovnor.com/docs/answer-path): Answer path setup. An ask from your Kovnor team travels a short path: the agent asks, you answer in Waiting on you, and the answer goes back to that agent so… ## Learn - [Why review load grows with agents](https://kovnor.com/learn/why-review-load-grows): Why review load grows with agents. Review load grows because every agent's finish still lands on one person. - [When every finish needs a person](https://kovnor.com/learn/finish-needs-a-person): When every finish needs a person. In Kovnor most finishes never need you. A reviewer agent checks each piece against the task, and only the part that is truly… - [How to shrink the review pile](https://kovnor.com/learn/shrink-the-review-pile): How to shrink the review pile. Kovnor shrinks the review pile by checking work before it reaches you. - [Why the founder becomes the reviewer](https://kovnor.com/learn/founder-becomes-reviewer): Why the founder becomes the reviewer. A founder becomes the reviewer when every agent reports to the person who started it. - [What a review should actually hold](https://kovnor.com/learn/what-review-should-hold): What a review should actually hold. In Kovnor a review that reaches you holds a decision, the evidence and the agent's recommendation, not a tour of the draft. - [Review load after a third agent](https://kovnor.com/learn/review-after-third-agent): Review load after a third agent. The third agent is where reading every finish breaks. Kovnor's team is built for many agents from day one: one job each, a… - [Why rereading output does not scale](https://kovnor.com/learn/rereading-does-not-scale): Why rereading output does not scale. Rereading agent output does not scale, so Kovnor keeps the memory instead of you. - [A queue of decisions, not rereads](https://kovnor.com/learn/decisions-not-rereads): A queue of decisions, not rereads. Waiting on you is . Each ask from Kovnor's team carries the question, the options, the evidence and a recommendation, with… - [How rules cut a growing review pile](https://kovnor.com/learn/rules-cut-the-pile): How rules cut a growing review pile. Kovnor's agents start by asking and earn the right to act alone, one action at a time. - [Reviewing work nobody specified](https://kovnor.com/learn/unspecified-work-review): Reviewing work nobody specified. Kovnor starts from an outcome you can count, and the lead agent turns it into tasks that say what done looks like. - [Where agent spend actually shows up](https://kovnor.com/learn/where-spend-shows-up): Where agent spend actually shows up. In Kovnor spend shows up beside the work, as it happens: every draft, reply and report carries its cost, by agent and by… - [Why a vendor invoice is not a cap](https://kovnor.com/learn/invoice-is-not-a-cap): Why a vendor invoice is not a cap. An invoice records what was already spent. In Kovnor a limit is a real stop: set it for the workspace, each project and… - [How reported cost differs from a bill](https://kovnor.com/learn/reported-cost-vs-bill): How reported cost differs from a bill. Kovnor shows what each result cost as the work happens. - [Seeing spend across the agents you run](https://kovnor.com/learn/spend-across-agents): Seeing spend across the agents you run. Kovnor shows spend across the whole team in one place: by agent, by project, and against the limits you set. - [Why one model bill hides the others](https://kovnor.com/learn/one-bill-hides-others): Why one model bill hides the others. The biggest bill gets the meeting while small agents spend unnoticed. - [What you can see before the invoice](https://kovnor.com/learn/see-spend-before-invoice): What you can see before the invoice. Before any invoice, Kovnor shows what each result cost and how much of each limit is used. - [Reported cost without a hard stop](https://kovnor.com/learn/cost-without-a-hard-stop): Reported cost without a hard stop. A number nobody enforces is not a limit. In Kovnor the limit is a stop: at the limit the work waits and asks you, for the… - [Why spend surprises arrive at month end](https://kovnor.com/learn/spend-surprise-arrives-late): Why spend surprises arrive at month end. Spend surprises arrive at month end because nobody looked while the work happened. - [Reading cost next to the work itself](https://kovnor.com/learn/cost-beside-the-work): Reading cost next to the work itself. In Kovnor every draft, reply and report carries what it cost. - [A spend ledger is not a refusal](https://kovnor.com/learn/ledger-not-a-refusal): A spend ledger is not a refusal. A ledger remembers and a limit prevents. Kovnor does both: it records the cost of every result, and at a limit the work stops… - [What unverified done looks like](https://kovnor.com/learn/what-unverified-done-is): What unverified done looks like. Unverified done is a finished status on work nobody checked. - [Why saying done is not the same as done](https://kovnor.com/learn/saying-done-is-not-done): Why saying done is not the same as done. In Kovnor an agent can say it is finished, but the work counts as done only after the reviewer agent's check, or a… - [Done-criteria before the work counts](https://kovnor.com/learn/criteria-before-it-counts): Done-criteria before the work counts. Kovnor's lead agent writes what done looks like into each task before the work starts, from the outcome you set. - [How unchecked agent work piles up](https://kovnor.com/learn/unchecked-work-piles-up): How unchecked agent work piles up. Unchecked agent work piles up into a layer nobody can explain. - [The gap between a finish and a check](https://kovnor.com/learn/finish-versus-a-check): The gap between a finish and a check. A finish is an agent stopping; a check is a comparison with what was asked. - [Why confident wrong work gets accepted](https://kovnor.com/learn/confident-wrong-gets-in): Why confident wrong work gets accepted. Confident wrong work gets in because fluency reads as care. - [What to require before done counts](https://kovnor.com/learn/require-before-done-counts): What to require before done counts. In Kovnor done counts when three things hold: the output is where the task said, the constraints still hold, and the… - [Unverified done across several agents](https://kovnor.com/learn/unverified-across-agents): Unverified done across several agents. Unverified work gets worse across agents, because each trusts the last claim. - [A check that is not another chat](https://kovnor.com/learn/check-is-not-another-chat): A check that is not another chat. In Kovnor a check is a comparison the reviewer agent runs next to the task, not a conversation. - [When done means the criteria passed](https://kovnor.com/learn/done-means-criteria-passed): When done means the criteria passed. Kovnor counts work as done only when the check passed. - [Why agent handoffs fail in practice](https://kovnor.com/learn/why-handoffs-fail): Why agent handoffs fail in practice. Handoffs fail when they are a paste with no receiver. - [The person as the paste between agents](https://kovnor.com/learn/person-is-the-paste): The person as the paste between agents. When agents cannot see the same work, a person becomes the paste between them. - [What a real handoff should carry](https://kovnor.com/learn/what-a-handoff-carries): What a real handoff should carry. In Kovnor a handoff carries the task, the inputs, the expected output and what counts as done, and it names the agent that… - [Handoffs that stay inside one project](https://kovnor.com/learn/handoff-stays-in-project): Handoffs that stay inside one project. Each Kovnor project holds one outcome and the team working on it, so handoffs stay inside it with the task and the… - [Why a screenshot is a bad handoff](https://kovnor.com/learn/screenshot-is-a-bad-handoff): Why a screenshot is a bad handoff. A screenshot cannot be queried or checked. In Kovnor agents hand each other text results in the project, so the next agent… - [Who picks up after an agent stops](https://kovnor.com/learn/who-picks-up-next): Who picks up after an agent stops. When an agent stops, someone has to pick up, and it should not default to the founder. - [A handoff versus a mention in chat](https://kovnor.com/learn/handoff-versus-a-mention): A handoff versus a mention in chat. A mention asks a person to look; a handoff gives an agent a task. - [Keeping a handoff after the session](https://kovnor.com/learn/handoff-after-session-ends): Keeping a handoff after the session. Kovnor runs its agents around the clock and keeps every handoff in the project, so nothing depends on a window staying… - [Two agents and one piece of work](https://kovnor.com/learn/two-agents-one-piece): Two agents and one piece of work. In Kovnor each agent on a team has one job, so two agents on one piece of work own different parts of it. - [What a person still has to approve](https://kovnor.com/learn/what-person-still-approves): What a person still has to approve. In Kovnor a person still approves posting, sending and spending until an agent earns that one action, plus anything new… - [What an agent track record is for](https://kovnor.com/learn/what-track-record-is-for): What an agent track record is for. In Kovnor an agent's record is how it earns trust. When its work is approved unchanged again and again, Kovnor offers to… - [Routing the next job by track record](https://kovnor.com/learn/route-work-by-record): Routing the next job by track record. Kovnor routes the next job toward the agent whose record shows it passed that kind of work before. - [A fresh session forgets the quality](https://kovnor.com/learn/fresh-session-forgets-quality): A fresh session forgets the quality. A fresh session forgets whether yesterday's work passed. - [Track record versus a feeling](https://kovnor.com/learn/record-versus-a-vibe): Track record versus a feeling. In Kovnor trust comes from the record, not a feeling from the last demo. - [How past checks change the next ask](https://kovnor.com/learn/past-checks-change-next-ask): How past checks change the next ask. In Kovnor a past check changes the next task: a constraint an agent missed is written into the next brief, and a pass… - [Approvals are a record, not a fake score](https://kovnor.com/learn/approvals-are-not-a-score): Approvals are a record, not a fake score. Kovnor keeps every approval as a record of who allowed what, and uses it to let an agent act alone on one action. - [Why the same agent gets the same job](https://kovnor.com/learn/same-agent-same-kind-of-job): Why the same agent gets the same job. Kovnor gives each agent one job, and its record shows which kinds of work it passes. - [Track record as agents come and go](https://kovnor.com/learn/record-as-agents-come-and-go): Track record as agents come and go. In Kovnor agents can change while the work stays. The checks, approvals and handoffs live in the project, so a new agent… - [Why chat is the wrong unit of work](https://kovnor.com/learn/chat-is-the-wrong-unit): Why chat is the wrong unit of work. In Kovnor the unit of work is a task toward an outcome, with an owner, a check and a cost, not a chat message. - [A message is not a unit of agent work](https://kovnor.com/learn/message-is-not-the-unit): A message is not a unit of agent work. Kovnor counts checked results toward the outcome you set, not messages. - [Why a channel cannot hold done-criteria](https://kovnor.com/learn/channels-hold-no-criteria): Why a channel cannot hold done-criteria. A channel cannot hold what done looks like; it scrolls away. - [The trap of treating agents as chat bots](https://kovnor.com/learn/agents-treated-as-chat-bots): The trap of treating agents as chat bots. A chat bot waits to be mentioned. An agent on a Kovnor team has a job, an outcome and a rule for when to ask, so it… - [Work needs an address, not a channel](https://kovnor.com/learn/work-needs-an-address): Work needs an address, not a channel. In Kovnor every task has an owner with an address, whether an agent or a person. - [When the thread ends the work vanishes](https://kovnor.com/learn/thread-ends-work-vanishes): When the thread ends the work vanishes. When a thread ends, work that lived only there vanishes. - [Chat apps start from people, not agents](https://kovnor.com/learn/chat-apps-start-from-people): Chat apps start from people, not agents. Chat apps were built for people talking to people. - [A project is a better unit than a channel](https://kovnor.com/learn/project-beats-a-channel): A project is a better unit than a channel. In Kovnor each outcome gets a project: its team, its tasks, what each result cost and who approved what. - [Searching chat misses the real decision](https://kovnor.com/learn/search-misses-the-decision): Searching chat misses the real decision. Searching chat finds the argument, not the decision. - [Waiting on you is not another channel to read](https://kovnor.com/learn/inbox-is-not-a-channel): Waiting on you is not another channel to read. Waiting on you is not a feed to read. It holds only the decisions Kovnor's team cannot make, each with a… - [Paperclip versus a hosted work ledger](https://kovnor.com/learn/paperclip-versus-hosted-ledger): Paperclip versus a hosted work ledger. Paperclip is a control plane you host for agents you bring. - [Why a local file is a weak ledger](https://kovnor.com/learn/local-file-is-a-weak-ledger): Why a local file is a weak ledger. A file in one checkout is a weak record of who approved what. - [What a hosted ledger keeps for you](https://kovnor.com/learn/what-a-hosted-ledger-keeps): What a hosted ledger keeps for you. Kovnor keeps the work toward your outcome after sessions end: the messages, approvals, handoffs, checks and the cost of… - [A repo file versus a ledger for the team](https://kovnor.com/learn/repo-file-versus-team-ledger): A repo file versus a ledger for the team. A file in the repository is the right place for what code must do. - [When a markdown file stops being enough](https://kovnor.com/learn/markdown-file-stops-being-enough): When a markdown file stops being enough. A markdown file stops being enough when several agents must update it and a person must approve without being the… - [A ledger that outlives a single checkout](https://kovnor.com/learn/ledger-outlives-one-checkout): A ledger that outlives a single checkout. In Kovnor the decisions, handoffs and approvals live in the project, not in a working tree. - [A repo file does not show reported cost](https://kovnor.com/learn/file-does-not-show-cost): A repo file does not show reported cost. A file cannot show what work cost. In Kovnor every result carries its cost, recorded as the work happens, and each… - [A hosted record versus a file in the repo](https://kovnor.com/learn/hosted-record-versus-repo-file): A hosted record versus a file in the repo. Choose Kovnor's project when the question is who decided, who is next and what it cost; choose a file in the repo… - [Ando versus staying in your current chat](https://kovnor.com/learn/ando-versus-staying-in-chat): Ando versus staying in your current chat. Ando wants to be the room your team talks in. Kovnor leaves your chat alone and runs a team of agents toward an… - [Why leaving your chat app is a large ask](https://kovnor.com/learn/leaving-chat-is-a-large-ask): Why leaving your chat app is a large ask. Leaving your chat app is a large ask because it holds the people, not just the agents. - [Keep the chat you already use](https://kovnor.com/learn/keep-the-chat-you-already-use): Keep the chat you already use. Keep your chat for people talking to people. Kovnor's team works toward your outcome in its own projects and asks you in… - [A workspace beside chat, not instead of it](https://kovnor.com/learn/workspace-beside-chat): A workspace beside chat, not instead of it. Kovnor sits beside your chat, not instead of it. - [What you give up if chat is the office](https://kovnor.com/learn/if-chat-becomes-the-office): What you give up if chat is the office. If chat becomes the office, the message becomes the unit of work and nobody owns the next step. - [One product wants the room you work in](https://kovnor.com/learn/one-wants-the-room): One product wants the room you work in. Some agent products want to replace the room you talk in. - [Stay in chat while agents share the work](https://kovnor.com/learn/stay-in-chat-share-the-work): Stay in chat while agents share the work. Stay in the chat you have while Kovnor's agents do the work. - [Do not move the company into a new app](https://kovnor.com/learn/do-not-move-the-company): Do not move the company into a new app. You do not have to move the company into a new app to get the work done. - [The founder becomes the router](https://kovnor.com/learn/founder-as-the-router): The founder becomes the router. when every agent can ask only one person. In Kovnor a lead agent owns the plan, agents ask each other first, and only real… - [Rules for who an agent is allowed to ask](https://kovnor.com/learn/who-an-agent-may-ask): Rules for who an agent is allowed to ask. In Kovnor agents start by asking, and rules in the project decide whom: another agent, a named person, or nobody… - [Private projects inside a shared company](https://kovnor.com/learn/private-projects-in-a-company): Private projects inside a shared company. In Kovnor a private project is invisible outside its members, and its agents follow the same boundary. - [Waiting on you for the decisions still yours](https://kovnor.com/learn/one-inbox-for-your-decisions): Waiting on you for the decisions still yours. Waiting on you is one list of the decisions still yours, across every agent and project. - [Hosted help only for a role you lack](https://kovnor.com/learn/hosted-role-you-do-not-have): Hosted help only for a role you lack. When your outcome needs a job nobody does yet, Kovnor proposes an agent for it and runs it. - [What an MCP connection leaves alone](https://kovnor.com/learn/what-mcp-leaves-alone): What an MCP connection leaves alone. Most of Kovnor's team runs on Kovnor's computers. When you connect an agent you run yourself over MCP, it stays where it… - [More agents, same founder bottleneck](https://kovnor.com/learn/more-agents-same-bottleneck): More agents, same founder bottleneck. More agents with the same habits land on the same person. - [Keep the messages, approvals, and handoffs](https://kovnor.com/learn/keep-messages-and-handoffs): Keep the messages, approvals, and handoffs. Kovnor keeps the messages, approvals and handoffs of the work toward your outcome in the project, so the next… - [Ask a person only when the decision is theirs](https://kovnor.com/learn/asked-only-when-it-is-yours): Ask a person only when the decision is theirs. Kovnor asks a person only when the decision is theirs. - [A task title is not a specification](https://kovnor.com/learn/task-title-is-not-a-spec): A task title is not a specification. A title tells an agent which job to open, not what done looks like. - [Free-text instructions drift between agents](https://kovnor.com/learn/free-text-drifts-between-agents): Free-text instructions drift between agents. Instructions drift each time an agent retells them. - [Write the verifier before the agents start](https://kovnor.com/learn/write-the-verifier-before-the-work): Write the verifier before the agents start. Kovnor's reviewer is a separate agent from the writer, and it checks against what the task asked before the draft… - [Vague briefs make two agents claim done](https://kovnor.com/learn/vague-briefs-and-double-done): Vague briefs make two agents claim done. Two agents given one loose sentence can both file a completion. - [Put the output format in the specification](https://kovnor.com/learn/output-format-belongs-in-the-spec): Put the output format in the specification. Kovnor's lead agent puts the expected shape of the output on each task, and the reviewer sends back a good answer… - [List the inputs an agent may not invent](https://kovnor.com/learn/list-inputs-agents-may-not-invent): List the inputs an agent may not invent. In Kovnor a missing customer, price or policy becomes an ask, not an invention. - [A changed spec needs a new version](https://kovnor.com/learn/changed-spec-needs-a-new-version): A changed spec needs a new version. When the job changes mid-way, Kovnor's lead agent updates the plan for the whole team and the reviewer checks new work… - [People and agents need one criterion](https://kovnor.com/learn/one-criterion-for-people-and-agents): People and agents need one criterion. In Kovnor people and agents read the same task: one description of done that a person can approve and the reviewer agent… - [Done is a claim until a check runs](https://kovnor.com/learn/done-is-a-claim-until-checked): Done is a claim until a check runs. In Kovnor an agent's finished note is a claim until the reviewer agent checks the work against the task. - [Reject missing evidence over fluent prose](https://kovnor.com/learn/reject-work-that-lacks-evidence): Reject missing evidence over fluent prose. Kovnor's reviewer asks where each claim is grounded: a source, a quoted input, or a number read from your tools. - [The author cannot be the only reviewer](https://kovnor.com/learn/author-cannot-be-sole-reviewer): The author cannot be the only reviewer. In Kovnor the writer never reviews its own work. A separate reviewer agent checks every draft before it reaches you… - [A green check on the wrong criteria](https://kovnor.com/learn/green-check-on-the-wrong-test): A green check on the wrong criteria. Kovnor binds each check to the task in front of it and to the outcome you set, so a pass on spelling or tone never closes… - [Self-review repeats the original mistake](https://kovnor.com/learn/self-review-repeats-the-mistake): Self-review repeats the original mistake. A self-review shares the draft's blind spot. Kovnor's reviewer is a different agent with its own job, reading the… - [Partial work should stay marked partial](https://kovnor.com/learn/partial-work-stays-marked-partial): Partial work should stay marked partial. Kovnor shows what passed and what is still open on every task, so the next agent sees the hard half first instead of… - [A check that cannot send work back](https://kovnor.com/learn/a-check-must-be-able-to-return-work): A check that cannot send work back. Kovnor's reviewer does more than comment: it sends work back to the agent with the failed point named, and the work does… - [Put evidence beside the claim of done](https://kovnor.com/learn/evidence-sits-beside-the-claim): Put evidence beside the claim of done. In Kovnor the evidence sits on the same task as the claim: the sources, the draft and the number read from your tools. - [Two agents on one task spend twice](https://kovnor.com/learn/two-agents-one-open-task): Two agents on one task spend twice. In Kovnor each task has one owner at a time, so two agents never work the same job and two costs never arrive for one… - [One owner at a time stops double work](https://kovnor.com/learn/one-owner-until-the-task-moves): One owner at a time stops double work. Kovnor gives every task one owner until a handoff moves it, with the current work attached. - [Close the task when the handoff happens](https://kovnor.com/learn/close-or-hand-off-do-not-leave-both): Close the task when the handoff happens. In Kovnor a handoff moves ownership. The sender stops, the receiver starts from the note, and the project shows one… - [Similar titles hide duplicate agent jobs](https://kovnor.com/learn/similar-titles-hide-duplicate-jobs): Similar titles hide duplicate agent jobs. Kovnor's lead agent plans every task from one outcome, so investigate churn and look at retention do not become two… - [Pasting one brief into two tools](https://kovnor.com/learn/pasting-one-brief-into-two-tools): Pasting one brief into two tools. Kovnor keeps one brief in one project that every agent on the team reads. - [Long write-ups are not extra coverage](https://kovnor.com/learn/length-is-not-extra-coverage): Long write-ups are not extra coverage. Kovnor measures work by the outcome it moves, not its word count. - [Silence is a status, not a second start](https://kovnor.com/learn/silence-is-a-status-not-a-restart): Silence is a status, not a second start. In Kovnor an agent's status says whether it is working, waiting or stuck, so silence never triggers a second start on… - [Merging two finishes creates a third job](https://kovnor.com/learn/merging-two-finishes-is-a-third-job): Merging two finishes creates a third job. Kovnor prevents the second start instead of staffing a merge: one owner per task, and a lead agent that owns the plan. - [Context is a budget, not a dump](https://kovnor.com/learn/context-is-a-budget-of-attention): Context is a budget, not a dump. Kovnor's lead agent hands each agent the task, what done looks like, the last rejection and the work to extend. - [Hand the next agent the task, not the archive](https://kovnor.com/learn/hand-off-the-task-not-the-archive): Hand the next agent the task, not the archive. In Kovnor a handoff carries the goal, the check and the current work. - [A shared vendor does not share private work](https://kovnor.com/learn/private-projects-stay-with-their-people): A shared vendor does not share private work. In Kovnor privacy is a rule on the project, not a hope about the agent. - [Stale context becomes the wrong specification](https://kovnor.com/learn/stale-context-is-the-wrong-spec): Stale context becomes the wrong specification. When a decision changes, Kovnor's lead agent updates the task every agent reads, so a reversed decision is not… - [What an agent may not see is a rule](https://kovnor.com/learn/hiding-context-is-a-written-rule): What an agent may not see is a rule. In Kovnor what an agent may not see is set by project membership, not hope. - [Pass the rejection reason with the handoff](https://kovnor.com/learn/pass-along-why-the-work-was-rejected): Pass the rejection reason with the handoff. When Kovnor's reviewer sends work back, the reason travels with it, and the next agent reads which point failed… - [Stop making a person the clipboard](https://kovnor.com/learn/a-person-should-not-be-the-clipboard): Stop making a person the clipboard. In Kovnor the project carries the task, the check and the last decision, and agents hand work to each other. - [Status chatter crowds out the real decision](https://kovnor.com/learn/status-chatter-buries-the-decision): Status chatter crowds out the real decision. Kovnor keeps status short and keeps the decision on the task: approved, rejected or changed, with the reason. - [Reported cost is not the vendor invoice](https://kovnor.com/learn/reported-cost-is-not-an-invoice): Reported cost is not the vendor invoice. Kovnor records the cost of every result its agents produce. - [A project cap does not pause the vendor](https://kovnor.com/learn/a-project-cap-does-not-pause-vendors): A project cap does not pause the vendor. In Kovnor a project limit pauses the work Kovnor runs and asks you. It does not reach into another company's meter. - [Name the task when you raise a budget](https://kovnor.com/learn/name-the-task-when-raising-a-budget): Name the task when you raise a budget. When work in Kovnor reaches a limit, it pauses and asks you, and the ask names the task, the amount and what more spend… - [Unreported spend must not be shown as zero](https://kovnor.com/learn/unreported-spend-is-not-zero): Unreported spend must not be shown as zero. Kovnor shows a cost nobody recorded as unknown, never $0, so a quiet week never looks cheaper than it was. - [Only a hosted run can stop on a cap](https://kovnor.com/learn/hosted-runs-can-stop-external-ones-cannot): Only a hosted run can stop on a cap. Kovnor can stop the work it runs at a limit, because the work happens inside Kovnor. - [Tie each reported cost to its task](https://kovnor.com/learn/tie-each-reported-cost-to-a-task): Tie each reported cost to its task. In Kovnor every cost belongs to the piece of work that caused it, by agent and by project. - [Keep going is not a budget decision](https://kovnor.com/learn/keep-going-is-not-a-budget): Keep going is not a budget decision. In Kovnor an agent at its limit waits and asks you, and the ask says how much more and for which task. - [A revenue read is not the agent bill](https://kovnor.com/learn/a-metric-source-is-not-model-spend): A revenue read is not the agent bill. Kovnor reads your outcome from Stripe, PostHog, Search Console or Instantly on a schedule, and records what the work… - [Autonomy follows checks that actually pass](https://kovnor.com/learn/autonomy-follows-checks-that-passed): Autonomy follows checks that actually pass. In Kovnor an agent earns the right to act alone one action at a time, from work you approved unchanged. - [Outside actions wait until a rule allows](https://kovnor.com/learn/outside-actions-wait-on-a-rule): Outside actions wait until a rule allows. In Kovnor drafting is free, while posting, sending and spending wait for a person until an agent has earned that one… - [Pausing spend is not universal](https://kovnor.com/learn/a-paused-hosted-run-is-not-every-agent): Pausing spend is not universal. Pause in Kovnor stops the work Kovnor runs at a safe point: nothing sends, automations wait, computers sleep. - [Speed without a way to fail work](https://kovnor.com/learn/speed-without-a-failure-path): Speed without a way to fail work. Kovnor speeds work up only where the check already bites. - [People still own decisions rules skip](https://kovnor.com/learn/people-own-decisions-rules-withhold): People still own decisions rules skip. In Kovnor every decision the rules have not handed to an agent stays with a person, in Waiting on you, with a… - [Track record means checked work, not tone](https://kovnor.com/learn/track-record-is-checked-work): Track record means checked work, not tone. Kovnor routes work by record: checks passed, work sent back and costs on similar jobs. - [Autonomy should shrink Waiting on you](https://kovnor.com/learn/autonomy-should-shrink-one-inbox): Autonomy should shrink Waiting on you. In Kovnor trust shows up as fewer asks in one place. - [Letting every agent ask every agent](https://kovnor.com/learn/open-asking-between-agents-is-noise): Letting every agent ask every agent. Kovnor's agents message each other to get work done, and a loop guard holds a runaway exchange. - [Count send-backs and missing cost too](https://kovnor.com/learn/scorecards-count-failures-and-gaps): Count send-backs and missing cost too. Kovnor's summary of a project counts the outcome against its target, the work that passed, what was sent back, and the… - [A scorecard of only passes hides load](https://kovnor.com/learn/passes-alone-hide-the-review-load): A scorecard of only passes hides load. Kovnor shows what the reviewer sent back next to what passed, so the work the checks created is visible, not only the… - [Caught inventions should stay visible](https://kovnor.com/learn/caught-inventions-remain-visible): Caught inventions should stay visible. When Kovnor's reviewer catches a claim with no source, the catch stays on the record. - [This scorecard is not a public benchmark](https://kovnor.com/learn/a-scorecard-is-not-a-benchmark): This scorecard is not a public benchmark. Kovnor compares a project with its own target and its own past, never with an imagined league of other teams. - [Say why the number did not move](https://kovnor.com/learn/say-why-a-number-failed-to-move): Say why the number did not move. When your outcome number sits still, Kovnor says what it knows: the work failed its check, the work passed and the number did… - [The scorecard is the checks, not a slide](https://kovnor.com/learn/the-scorecard-is-the-check-record): The scorecard is the checks, not a slide. Kovnor's project summary is built from the same events as the checks: passed, sent back, cost unknown, number read… - [Sharing a scorecard shares the record](https://kovnor.com/learn/sharing-a-scorecard-shares-the-record): Sharing a scorecard shares the record. Sharing a Kovnor summary shares the counts and the work behind them. - [Show the work beside the metric timeline](https://kovnor.com/learn/work-sits-beside-the-metric-timeline): Show the work beside the metric timeline. Kovnor shows the work the team did beside the outcome number Kovnor read from your tools, so you can see the sequence. - [A chart without the work cannot teach](https://kovnor.com/learn/a-chart-without-tasks-cannot-teach): A chart without the work cannot teach. Kovnor puts the outcome number and the checked work on the same timeline, so you learn which work to repeat instead of… - [An unconnected metric is absent, not flat](https://kovnor.com/learn/an-unconnected-metric-is-absent): An unconnected metric is absent, not flat. In Kovnor an outcome source you have not connected shows as absent, not as a flat line. - [Do not print a cause you did not test](https://kovnor.com/learn/do-not-print-an-unchecked-cause): Do not print a cause you did not test. Kovnor shows the task and the outcome on one timeline and withholds the word caused. - [A moved number with no checked work](https://kovnor.com/learn/a-moved-number-and-no-checked-work): A moved number with no checked work. When your outcome moves in a week with no checked work, Kovnor shows the empty list beside the move. - [Four reads are not a model of the business](https://kovnor.com/learn/metric-reads-are-not-a-business-model): Four reads are not a model of the business. Kovnor reads a few sources on a schedule to check the outcome you set. - [Two timelines do not crown a winner](https://kovnor.com/learn/two-timelines-do-not-crown-a-winner): Two timelines do not crown a winner. Kovnor shows differences between weeks and the work present in each. It does not declare which agent or which task won. - [Export messages, approvals, and handoffs](https://kovnor.com/learn/export-messages-approvals-and-handoffs): Export messages, approvals, and handoffs. Kovnor keeps the messages, approvals and handoffs behind the work toward your outcome, and you can export them. - [Leave with the record and keep your agents](https://kovnor.com/learn/leave-with-the-record-keep-agents): Leave with the record and keep your agents. If you leave Kovnor, you take the record with you: messages, approvals and handoffs. - [Export includes only what was posted](https://kovnor.com/learn/export-includes-only-what-was-posted): Export includes only what was posted. A Kovnor export contains what was posted in the project: messages, approvals, handoffs, checks and costs. - [A check you cannot reread later locks you in](https://kovnor.com/learn/a-check-you-cannot-reread-is-a-lock): A check you cannot reread later locks you in. In Kovnor every check, send-back and approval stays readable, and you can export it. - [Your tools stay where you already run them](https://kovnor.com/learn/tools-stay-where-you-already-run-them): Your tools stay where you already run them. Kovnor's team works with the tools you connect, and your tools stay where they are. - [The way out is the record you kept](https://kovnor.com/learn/the-way-out-is-the-kept-record): The way out is the record you kept. The way out of Kovnor is a record you can export yourself: decisions, handoffs and checks, kept while the work was live. - [Approvals you cannot export cannot be audited](https://kovnor.com/learn/approvals-you-cannot-export-cannot-be-audited): Approvals you cannot export cannot be audited. Every answer you give in Kovnor's Waiting on you is kept with the ask: who was asked, what they allowed, and why. - [People in the project can take the record](https://kovnor.com/learn/people-in-the-project-can-take-the-record): People in the project can take the record. In Kovnor the people in a project can review and export its record, and outsiders cannot. - [The model name is not evidence of a pass](https://kovnor.com/learn/the-model-name-is-not-evidence): The model name is not evidence of a pass. Kovnor's reviewer checks the work against the task, whatever model drafted it. - [A stricter prompt is still not a check](https://kovnor.com/learn/a-stricter-prompt-is-still-not-a-check): A stricter prompt is still not a check. Adding be careful to a prompt does not create a test. - [Switching models keeps the same criteria](https://kovnor.com/learn/switching-models-keeps-the-same-criteria): Switching models keeps the same criteria. Kovnor keeps the check the same when the model underneath changes, so a difference in results is a difference in the… - [Two models can fail one specification](https://kovnor.com/learn/two-models-can-fail-one-specification): Two models can fail one specification. When two agents fail the same check in Kovnor, the task is usually the problem. - [Agnostic checks still name who billed you](https://kovnor.com/learn/agnostic-checks-still-name-who-billed): Agnostic checks still name who billed you. Kovnor's checks ignore which model drafted the work, but every cost line still names the agent that spent it. - [A vendor-shaped check punishes the next agent](https://kovnor.com/learn/vendor-shaped-checks-punish-the-next-agent): A vendor-shaped check punishes the next agent. Kovnor's reviewer checks the job's output, which any agent could post, not one model's quirks. - [Waiting on you decision is about the work](https://kovnor.com/learn/the-inbox-judges-the-work-itself): Waiting on you decision is about the work. An ask in Kovnor's Waiting on you is about the work and the outcome, with the agent's recommendation. - [Hosted employees fill a role you lack](https://kovnor.com/learn/hosted-employees-fill-an-empty-role): Hosted employees fill a role you lack. Kovnor fills the roles your outcome needs with agents it runs: one job each, a few tools, and a computer when the work… - [Do not host a job an agent already covers](https://kovnor.com/learn/do-not-host-a-job-already-covered): Do not host a job an agent already covers. If an agent you already run does a job well, connect it to your Kovnor team instead of running a second agent for… - [Hosted budgets bind only hosted work](https://kovnor.com/learn/hosted-budgets-bind-only-hosted-work): Hosted budgets bind only hosted work. Kovnor's limits bind the work Kovnor runs, which is most of the work toward your outcome. - [A hosted seat can quietly duplicate spend](https://kovnor.com/learn/a-hosted-seat-can-duplicate-spend): A hosted seat can quietly duplicate spend. Every agent Kovnor runs shows what its work cost. - [The headline is the outcome, not the roster](https://kovnor.com/learn/the-headline-is-the-agents-you-kept): The headline is the outcome, not the roster. Kovnor starts from the number you want to move, such as 40 signups a month. - [Every agent faces the same checks](https://kovnor.com/learn/fallback-still-faces-the-same-checks): Every agent faces the same checks. In Kovnor every agent, whether Kovnor runs it or you connected it, posts into the same project and passes the same reviewer… ## Company - [About Kovnor](https://kovnor.com/about): About Kovnor, the company Attensira Technologies OÜ, and the founder Karl-Gustav Kallasmaa. - [Kovnor FAQ](https://kovnor.com/faq): Kovnor FAQ on what it is, who it is for, which agents connect, what it costs, and what stays private. - [Kovnor security](https://kovnor.com/security): Kovnor security: private projects, approvals before anything leaves your company, limits that hold, and a record you can export. - [Contact Kovnor](https://kovnor.com/contact): Contact Kovnor by email, or talk to the founder on a 20-minute call. Attensira Technologies OÜ builds Kovnor. - [Kovnor privacy](https://kovnor.com/privacy): Kovnor privacy policy: what we collect and why, who processes it, how long we keep it, your GDPR rights, and how cookies work. - [Kovnor terms](https://kovnor.com/terms): Kovnor terms of service: accounts, your content, agents acting for you, acceptable use, plans and credits, the money-back guarantee, liability. - [Kovnor product](https://kovnor.com/product): The Kovnor product: tell it the outcome, approve the team it proposes, watch a practice run, then leave it running. - [Kovnor pricing](https://kovnor.com/pricing): Kovnor pricing: Build $99 with $100 of credits, Grow $399 with $450, Scale $699 with $850. Unlimited seats, and limits that hold. - [Kovnor press](https://kovnor.com/press): Kovnor press: a stable description, the company name, and how to reach the founder. No invented coverage or customer quotes. ## Optional - [Karl-Gustav Kallasmaa](https://kallasmaa.com/): Founder of Kovnor - [LinkedIn](https://www.linkedin.com/in/kallasmaa): Founder profile - [Contact](mailto:team@kovnor.com): Attensira Technologies OÜ