neuron-explorer
Steering-first neuron explorer for Qwen3.5-4B: push every MLP neuron, keep every rollout, browse the results
翻譯準備中
您的 AI 同時編寫程式碼和測試,因此無論假設為何,測試套件皆會通過。qikly 將驗收標準隱藏於編寫程式碼的代理之外。
AI 翻譯
Your AI writes both the code and its tests, so the suite goes green whatever it assumed. qikly hides the acceptance criteria from the agent that writes the code.
開發工具Python · ShellGitHub @gal-a上線中營運者未確認
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根據驗收標準產生測試套件,然後讓程式碼與之收斂,且負責的代理從未見過這些標準。
AI 翻譯
Generates a test suite from acceptance criteria, then converges code against it with an agent that never sees those criteria.
取自儲存庫 README
正在載入完整 README。 以下為已儲存的摘錄。
The problem: Your AI writes both the code and its tests. How do you know the tests are really valid?
*One logged run. Only the test agent was told a rate may not exceed 100. The
coding agent figured that bound out from a failing test and added or rate > 100
itself, so the 9 of 9 is code passing an acceptance bar it never saw.*檢視完整 README ↗目前無法載入完整 README。請透過原文連結閱讀。 以下為已儲存的摘錄。
The problem: Your AI writes both the code and its tests. How do you know the tests are really valid?
*One logged run. Only the test agent was told a rate may not exceed 100. The
coding agent figured that bound out from a failing test and added or rate > 100
itself, so the 9 of 9 is code passing an acceptance bar it never saw.*檢視完整 README ↗