Prerequisite for Skipping Human Review of AI Code: Internal Dogfooding
nptacek · x · 2026-07-06
The author argues that skipping line-by-line reviews of AI-generated code requires teams to deeply "eat their own dog food" (extensively use their own products internally). A common misconception is assuming PRs can be directly merged and deployed without any human intervention.
More from coding & agent
- Ben Bajarin: Frontier AI is becoming the enterprise cyber-defense stack — BenBajarin · 2026-10-26
- Building AI bots on raw APIs? Devs say models are 'dumb without the harness' — madeofAjala · 2026-10-26
- HarnessMM cuts agent tokens per task by up to 88% while raising success rates — omarsar0 · 2026-10-26
- Microsoft demos intent-classifying agents built with Copilot App and Foundry, deployable across Teams and Outlook — marlene_zw · 2026-10-26
- Looking for a wearable mic with best battery life that feeds recordings to personal agents via MCP — altryne · 2026-10-26
- The identity crisis in software engineering: multiagent systems demand a new problem set — rakyll · 2026-10-26