Blog: Project Transformers Part 2 — One Month Later#49
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First draft covering system evolution: new agents (Rivet, Alpha Trion, Jazz, Perceptor), Fizzy Dispatcher, swarm skills, multi-reviewer pipeline, compound engineering, observability dashboards, and failures. Ref: Fizzy Card #322
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Generated via generate-blog-og-image.js with Part 2 title/description. 1200x630 PNG with Project Transformers series badge.
YAML was parsing unquoted 2026-03-29 as a Date object instead of string, breaking formatDate() on the blog index page.
Part 1 targets an international audience in English. The first draft incorrectly mixed Indonesian throughout. This rewrite is 100% English, matching Part 1's voice while keeping the same structure and insights.
Title: 'Project Transformers Part 2: When the Bots Started Running Themselves' - Signals series continuity with 'Part 2' - Hook is the subtitle, not 'One Month Later' - OG image regenerated with matching title + description
- Elvis Sun's article (5M views) + token optimization follow-up - Symphony (OpenAI), Paperclip as dispatcher inspirations - Ryan Carson's 'deep clean day' post for observability - Amp Code, Claude Code links in swarm section - Fizzy link in dispatcher section - Elvis validation section expanded with specific details Ref: Card #264, #287, #302, #321
- Elvis's triple AI review (Card #264) as inspiration - Ryan Carson's Antfarm verification gates (Card #145) - Wave grouping and 90-day decay noted as homegrown innovations
Connects blameless culture from managing teams of 70 and 20+ people to the instinct of fixing processes instead of blaming agents. Rough placeholder — will refine during living-proof rewrite.
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Summary
First draft of Part 2 of the Project Transformers series.
Throughline: From manual dispatcher → system that operates itself.
Sections
Notes
Ref: Fizzy Card #322