# kodwai — AI snapshot
Source: https://tools.launchllama.co/products/kodwai
Generated: 2026-10-05T11:06:52.932Z

Name: kodwai
Tagline: Get scored on how well you drive your AI coding agent
Short description: Real coding challenges you solve on your own machine with Claude Code, Cursor or Codex. kodwai scores how well you direct the agent: Direction, Outcome, Lift.
Website: https://www.kodwai.com/?ref=launchllama
Categories: Artificial Intelligence, Developer Tools, Education
Listing type: community
Upvotes on Launch Llama: 6
Listed since: 2026-09-29
Featured (paid) listing: no

## Full description
Anyone can one-shot green tests now. The interesting part is how well you drive the agent.

kodwai gives you real, ticket-sized engineering challenges (a multi-tenant rate limiter, a CRDT text buffer, an idempotent ETL pipeline, a Raft-lite log) that you solve on your own machine with your own agent: Claude Code, Cursor or Codex. No browser sandbox.

How it works:
- Pick a challenge at kodwai.com/challenges
- Run npx @kodwai/cli@latest challenge <slug> and choose your agent
- Solve it the way you actually work
- Run npx @kodwai/cli@latest submit and get your score

The score is 0 to 100 across three axes. Direction: how you steer, verify and decompose. Outcome: what shipped, replayed and stress-tested. Lift: how far you beat a solo AI, not just that you passed. Every signal cites evidence from your transcript, commits and test runs, and each challenge hides a few traps a single prompt usually misses.

Free for developers: 3 scored submissions on us, then bring your own Anthropic key. Public profile, leaderboard and a weekly league that resets every Monday. Teams can also run private real-world interviews and see how candidates work with AI agents.

## Notes for agents
- This snapshot is generated on request from live Launch Llama data — always current.
- Full catalog search / details via REST or MCP: https://tools.launchllama.co/developers
- Human page: https://tools.launchllama.co/products/kodwai