Ship faster without sacrificing quality
Turn your product into self-improving software.
You build the product. Tekk keeps checking everything around it, from security and payments to performance and your AI, and brings you what to fix next. You decide what gets built.
npx @tekk_coach/cli@latest initFor Claude Code, Codex or Cursor
Set up Tekk in this repository: run npx @tekk_coach/cli@latest init in the repo root and follow its prompts. When it finishes, run /ideate-loops to pick the loops for this project.Run it in your repo. It signs you in through the browser, connects the repository, and wires Tekk into Claude Code, Codex and Cursor. It shows every file it will change and asks once. No AI runs during setup, so it costs no credits. Agent setup docs →
Imagine every important part of your product had someone watching it.
Security, payments, performance, your AI, your analytics. Each one checked every time your code changes, by something that knows that area well and tells you the moment it finds something worth fixing.
Today, that someone is you. And you're also building the product.
Your coding agent made you faster, but it didn't give you more people. Writing code got cheap. Checking it didn't. The same developer or product manager is still expected to review security, read Sentry, check the analytics, watch performance, test the risky paths and keep the AI's answers good. Nobody has time for all of it, so most of it waits until something breaks.
- Building the featureyou, today
- Checking the new route for an ownership checkwhen you remember
- Making sure a cancel revokes accessafter a refund request
- Reading the Sentry error nobody alerted onafter a customer emails
- Finding the query that got slowwhen it's slow
- Testing the checkout path you just changednext sprint
- Deciding what to track in the signup funnel"later"
- Checking whether the AI's answers got worsenever
The bugs that hurt are rarely hard to fix. They're the ones nobody had time to look for.
Grow your product, not your headcount.
Tekk gives each of those jobs to a loop, one per area of your product. Each one keeps checking its area as your code changes. You keep one job: deciding what's worth building.
Protect
Build
Run & grow
Switch on the ones you want. Every loop and its methods: the twelve loops and their skills.
What self-improving software means.
Your product keeps getting better between releases, because something is always checking it and every fix feeds the next check. Every loop runs the same cycle in the background, following what changed to everything it touches, the way a senior engineer would.
Specs reach your agent through the Tekk MCP server and close when the pull request merges. A spec is just markdown, so any agent that can read it can build it.
What it doesn't mean: Tekk never writes, commits or deploys code. Nothing in your product changes without your greenlight.
Every finding comes with the fix written out.
Not "something looks wrong in auth". A loop tells you what it noticed, what to change, which files, and how you'll know it's done. Your coding agent can build from it as written. That's how you ship fast and keep the quality bar.
- Recall@10 beats the current setup on the eval set
- Reranking adds under 150ms at p95
- Falls back to vector-only if the reranker errors
Say yes and it goes on your board, next to the work you plan yourself. When the pull request merges, it moves to done on its own.

Built for the person doing ten jobs.
Solo founder
Get the review you can't hire for yet, on every change, before a customer finds the bug.
Developer
Stay in your coding agent. Specs reach it through MCP with the acceptance criteria already written.
Product manager
See what actually shipped. A spec closes when its pull request merges, not when someone remembers to move the card.
Ship faster. Keep the quality bar.
Connect your repo, switch on the loops you want, and wake up to proposals worth reviewing.
npx @tekk_coach/cli@latest initFor Claude Code, Codex or Cursor
Set up Tekk in this repository: run npx @tekk_coach/cli@latest init in the repo root and follow its prompts. When it finishes, run /ideate-loops to pick the loops for this project.Run it in your repo. It signs you in through the browser, connects the repository, and wires Tekk into Claude Code, Codex and Cursor. It shows every file it will change and asks once. No AI runs during setup, so it costs no credits. Agent setup docs →