Self-Improving Coding Agents

235 · Addy Osmani · Jan. 31, 2026, 10:40 p.m.
Summary
The blog post discusses the concept of autonomous AI coding agents, particularly focusing on their potential to improve and ship code autonomously. It provides insights on how to set up these agents, including orchestration of loops, context file structuring, memory persistence, QA validation, debugging, scaling, and risk management.