Generate gated code
generate_codeRead-only
Generate code with built-in validation, retrying when gates reject. If all attempts fail, returns the last attempt clearly marked as unvalidated, so unverified code is never presented as clean.
Instructions
Generate code and gate it in one step: an LLM writes the implementation, then the same protection engine as validate_ai_output vets it — retrying generation when the gate rejects. If every attempt is vetoed you still receive the last attempt, clearly marked validated:false with the gate findings — rejected code is never presented as clean. Generation runs on our infrastructure; nothing executes in your environment.
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| prompt | Yes | What to build, with any constraints worth enforcing — e.g. 'a rate-limited retry decorator with exponential backoff, stdlib only'. | |
| language | No | Target language for the generated code, e.g. 'python' (default), 'typescript', 'go', 'sql'. | python |
| max_tokens | No | Generation budget. The default 4000 fits most functions/classes; raise it for multi-file scaffolds. |
Output Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| code | No | The generated implementation | |
| attempts | No | Generation attempts before approval or give-up | |
| provider | No | ||
| generated | Yes | False only when no provider returned code | |
| validated | No | True if the protection gates approved the final attempt; false means the gate findings in 'protection' explain the veto | |
| protection | No | Deterministic gate result. A veto here is final — the model review cannot override it. | |
| validation_score | No | Deterministic gate score, 0-100 |