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Blog: Project Transformers Part 2 — One Month Later#49

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Blog: Project Transformers Part 2 — One Month Later#49
zainfathoni wants to merge 13 commits into
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blog/project-transformers-part-2

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Summary

First draft of Part 2 of the Project Transformers series.

Throughline: From manual dispatcher → system that operates itself.

Sections

  1. From 9 to 14 — Rivet, Alpha Trion, Jazz, Perceptor
  2. The System Learned to Operate Itself — Fizzy Dispatcher, swarms, multi-reviewer pipeline
  3. Compound Engineering — solution docs, PATTERNS.md, the compound loop
  4. The System Became Observable — dashboards, typical day timeline
  5. What Broke — 20-day silent skip, Prowl's silent breakdown
  6. External Validation — Elvis Sun moment
  7. Reflections & What's Next

Notes

  • No dollar amounts — percentages and ratios only
  • Indonesian-English code-switching voice
  • Links to live dashboards on ark.zainf.dev
  • Needs OG image (reusing Part 1's for now)

Ref: Fizzy Card #322

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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Project Deployment Actions Updated (UTC)
zainf Ready Ready Preview, Comment Mar 30, 2026 3:35pm

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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