Self-Tuning Loop 4 steps (Generate → Capture → Analyze → Evolve) extracted as a universal module. Supabase DDL, diff capture utilities, analysis/evolution prompts, email/blog examples, GitHub reference implementation.
The actual production system implementing Self-Tuning Loop from Part 1. Data collection (35 sources), AI curation, Telegram input pipeline, weekly auto-review, and Syncthing-based zero-deploy prompt evolution.
Introducing Self-Tuning Loop: capture implicit feedback from human edit diffs, analyze patterns periodically, and auto-evolve prompt guidelines. Includes academic gap analysis (DSPy, TextGrad, POHF).
Self-Tuning Loop 4 steps (Generate → Capture → Analyze → Evolve) extracted as a universal module. Supabase DDL, diff capture utilities, analysis/evolution prompts, email/blog examples, GitHub reference implementation.
The actual production system implementing Self-Tuning Loop from Part 1. Data collection (35 sources), AI curation, Telegram input pipeline, weekly auto-review, and Syncthing-based zero-deploy prompt evolution.
Introducing Self-Tuning Loop: capture implicit feedback from human edit diffs, analyze patterns periodically, and auto-evolve prompt guidelines. Includes academic gap analysis (DSPy, TextGrad, POHF).