Anthropic's AI-Native SDLC Playbook Argues Line-by-Line Review Stops Working, and r/ClaudeAI Attacked the Post's Prose Instead

claude.com blog, via r/ClaudeAI·medium signalXBlueskyLinkedInCopy link

Anthropic published a six-stage SDLC playbook (plan, design, build, test, deploy, maintain) where each stage ends in a committed markdown artifact — intent.md, spec.md, plan.md, then the PR and incident record — with agents generating and verifying while humans approve at hooks that block until a named person signs off. The Reddit summary cites Faros AI telemetry across 10,000 devs and 1,255 teams: high-AI-adoption teams merge 98% more PRs, review time up 91%, average PR size up 154%. The 101-upvote top comment is 'Hi Claude ;-)' calling out the post's own AI tells, and the thread's working alternative is a verifier subagent with fresh context plus hooks on protected paths.