Topic Hub
Agent harnesses, orchestration loops, self-improving systems, automation patterns, and practical agent infrastructure.
Start Here
Most AI agents fail not because the model is wrong, but because the infrastructure around it is missing. This is a beginner-to-expert guide on what an agent harness is, how it works, and why it is the most overlooked layer in AI systems.
Curated Path
Practitioner Assets
How to write Ralph-ready task definitions with measurable success criteria and verification patterns.
Comprehensive checklist to ensure success before every Ralph run, covering environment, cost controls, and safety nets.
Complete PRD for implementing Ralph Wiggum autonomous coding workflows in production environments.
Step-by-step guide to mastering autonomous AI coding with Ralph Wiggum loops, from basics to advanced patterns.
A reusable /goal contract for long-running AI coding sessions with context, constraints, success criteria, verification commands, stop rules, and final delivery proof.
