Addy Osmani • 1/31/2026

Self-Improving Coding Agents

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This article details the technical implementation of self-improving AI coding agents, explaining the 'continuous coding loop' (or 'Ralph Wiggum' technique). It covers breaking work into atomic tasks, orchestrating agent loops, managing context, running validation tests, and handling persistence and scaling for reliable, automated code development.

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#software development #continuous integration #code generation
Self-Improving Coding Agents

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