Agentic coding notes from Galapogos Island
Summary
Dan Luu's post explores agentic coding and practical AI tooling for testing, fuzzing, and data analysis. It contrasts AI-driven testing with traditional methods, discusses LLM reliability and variance, and outlines how autonomous agent loops can accelerate development workflows while highlighting the limits of benchmarks and the need for robust feedback and evaluation.