Self-Improving Coding Agents

· 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.
AUTHOR
Sponsored
Zulip logo Zulip
Organized team chat for people who take work seriously. Topic-based threading keeps conversations focused.
Try Zulip
Become a sponsor →
BLOG POST FEATURED ON

Add this plugin to your blog