#摄影

原帖正文 It is becoming f*cking dangerous: Anthropic shipped 3 separate models, but when you stack them like precision lenses inside one pipeline, the error collapses 70% before a single line hits production.I still do not understand why nobody is talking about this.Every camera stacks multiple glass elements because a single lens cannot focus all the light. Claude's 5.5 lineup, 3 models, 3,473 weights, works exactly the same way.So why are you still pushing every task through one model? Stop treating Haiku, Sonnet, and Opus as rivals. Start assembling them into one self-correcting lens.Here is the workflow: Haiku 5.5 is the front element: scans 5,630 files and compresses them into 22 signals. Sonnet 5.5 focuses those through 26 correction layers into 92 to 833 lines of code. Opus 5.5 runs 32 final checks across 7 risk metrics before anything ships. One cycle drops eval loss from 0.0830 to 0.0244. Like swapping a kit lens for stacked L-glass.Step-by-step setup:1. Open Claude Code with Opus 5.5 as the primary session
2. Spawn a Haiku 5.5 subagent locked to read-only file search
3. Spawn a Sonnet 5.5 subagent locked to code writing and tests
4. Add one CLAUDE.md rule: Opus plans first, reviews last, never touches raw files
5. Drop a real task and watch the loss curve flatten in real timeTakes 10 minutes. You will never ship unreviewed code or burn Opus tokens on file search again.Tap the link below for the full guideMake sure to save this post for later