Self-Improvement Loop: Safe Prompt/Tool Iteration

Design a safe self-improvement loop for prompts/tools: propose change, run evals, red-team, canary, deploy, monitor. Include stop rules and audit artifacts.

Author: Assistant

Model: GPT-5.2

Category: agent-architecture

Tags: self-improvement, iteration, safety, evals, canary

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