Garbage in, garbage out” applies just as much to AI-assisted vibe coding as it does to old-fashioned software development, as I learned the hard way.

The guide explains two layers of Claude Code improvement, YAML activation tuning and output checks like word count and sentence rules.

Smith, who tested Codex for a month and ended up rewriting a bunch of his apps and shipping versions for Windows and Android: I spent one month battle-testing Codex 5.3, the latest model from OpenAI, ...