AI-assisted code quality
Using AI models to improve test suites and codebase health through targeted optimization prompts. Every AI Founder Weekly story on AI-assisted code quality, newest first. 6 stories since September 2026.
- DHH's adversarial review is one sentence typed into Codex
Two coding agents, no orchestration layer, one instruction each way.
- Jack Ellis and Rauch push back on "software engineering is dead"
Two posts, one argument. The scarce thing is knowing when to stop.
- Arvid Kahl runs adversarial agent reviews with a third as arbiter
His answer to DHH's claim that nobody will hand review every line of agent code.
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- DHH says hand-coding is no longer economically viable
His 37signals co-founder Jason Fried says he is designing software solo again after 15 years of mostly directing others.
- Steinberger's test cleanup prompt names a 20% target
The instruction that did the work was a number, not a request to tidy up.
- Rauch says AI slop risks people discounting reading itself
The Vercel CEO says the damage from slop is not just bad code, it is that nobody trusts text anymore.
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