Test apps built with Kimi K2 before the next edit ships

Kimi K2 is Moonshot AI's open-weight model built for long-horizon coding: it plans, edits files, runs tools, and debugs across many steps. The catch is confidence. Independent evaluations flag a high hallucination rate, and the model tends to output incorrect answers with conviction, fabricate references, and resist correction, which is why human-in-the-loop verification is treated as mandatory. Its thinking mode can also rewrite code many times and still land on something that compiles but does not work, and context accuracy dips past roughly 150K tokens on long sessions, so a logged-in flow or a wired-up API route can quietly break while the build stays green. Kane CLI runs the live app headlessly in the same loop the change landed and returns a structured pass or fail, so the regression surfaces before the commit, not after a user reports it.

The exact flow tied to the feature Kimi K2 just built or refactored, end-to-end journeys across your Next.js or React frontend, the API routes and backend it wired up, forms and validation, sign-in and protected pages, and the absence of console errors, hydration warnings, or broken navigation. It checks each step, not just the final screen, and flags the precise point where the app breaks so the agent knows which file to fix.

Yes, that is the point. Kane CLI is built for terminal coding agents, and Kimi K2 runs through agents like Kimi Code, Claude Code, Cline, and OpenCode using an Anthropic-compatible endpoint. Point that agent at the guide at testmuai.com/kane-cli/agents.md and it installs Kane CLI, runs flows with the --agent flag, reads the results, and fixes what failed before you see it. It is the same agent that made the edit, so build, verify, and fix happen in one session without switching tools.

Yes. Authenticate with your TestMu AI credentials, pass --headless and --timeout, and gate your pipeline on the exit code: 0 on pass, 1 on fail, 2 on setup or auth errors, and 3 on timeout. Lock your critical journeys into a suite the Kimi K2 agent maintains alongside the code, and re-run them on every commit so the next edit cannot silently break a flow that already shipped.

The CLI is free to install and use. Local runs are free, and cloud runs on the TestMu AI grid are billed against your TestMu AI plan. Start on the free tier and verify your app end to end without a credit card.