#prompt-evolution

2 posts

Build Your Own Self-Tuning Loop — Reference Implementation Guide

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.

Apr 24, 2026

Agents & Architecture

The Wasted Learning Signal — The Gap Between AI Drafts and What You Actually Publish

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).

Apr 18, 2026

All Posts

Apr 24, 2026Agents & Architecture

Build Your Own Self-Tuning Loop — Reference Implementation Guide

Apr 18, 2026Agents & Architecture

The Wasted Learning Signal — The Gap Between AI Drafts and What You Actually Publish

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).