Choosing an AI Coding Agent
What public benchmarks can tell us about coding agents, what each major tool is good at, and how to run a useful personal comparison.
What public benchmarks can tell us about coding agents, what each major tool is good at, and how to run a useful personal comparison.
A dated comparison of genuinely free coding-CLI access, subscription-included usage, API billing, and temporary promotions, with a focused verdict on Grok Build.
How execution control, tools, state and verification turn model proposals into bounded work.
A dated candidate set for local coding that separates model-card facts from deployment and workflow hypotheses.
This case preserves the Pi version and observation dates recorded below
How classical software engineering principles—design concepts, ubiquitous language, TDD, deep modules, and gray-box delegation—resolve failure modes in AI-assisted coding.