Kimi K3 Audits Its Own PR via Prime Agent, Passing 99 Tests
willccbb · x · 2026-08-07
A developer plugged the open-source Kimi K3 model into the Prime Agent framework to audit the very PR that integrated it.
Instead of merely summarizing diffs, K3 leveraged Prime Agent's persistent environment (RLM/IPython) to actively inspect the repo:
- Reviewed 27 changed files
- Verified live API/OpenAPI compatibility
- Tested streaming, tool calling, multi-turn dialogue, and image input
- Passed 99 tests (including 6 live workflows) and caught 11 stale catalog entries, ultimately approving the PR.
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