Nine months in production.
Reproducible in a week.
A solo founder's AI automation system — running in production for 9 months, distilled into 10 transferable modules. Sales, customer reply, content distribution, and self-evolution feedback loops, each shipped with the failure logs that made it durable.
✅ Full 10-module content readable free on Notion. Lite tier ($39) adds Skills Bundle GitHub access + lifetime updates + support.
7-min walkthrough
A NotebookLM-generated 2-person dialogue covering all 10 modules, 4 failure cases, and 3 design principles. ~7.5 minutes. Japanese audio with auto-translatable captions.
10 transferable modules
Pricing
- · Notion blueprint (10 full modules)
- · Failure logs (pitfalls + workarounds per module)
- · 8-layer Validator checklist (automated quality gates)
- · Apply-to-your-project summaries
- · Everything in Lite
- · Skills Bundle public GitHub repo (MIT)
- · Advanced Patterns private repo (reference code: validator pipeline, polling watcher full impl)
- · Full apply-to-your-project guides
- · Lifetime updates
- · Everything in Pro
- · Private Q&A via GitHub Issues (replies within 24h on business days)
- · 3 highest-impact module recommendations for your stack (text-based review)
One-time purchase. No subscription. Subscribe to AI Hack Lab Daily Digest (English Edition) for launch announcement and ongoing failure-log case studies.
✅ Notion = the knowledge (free) / Lite + = the implementation kit (paid). Read the architecture free on Notion. Lite gives you the failure logs + Validator checklist; Pro adds reference code; Enterprise adds private Q&A.
Three ways to read
Looking for ready-to-use patterns? Start with Module 1 (Sales Pipeline) and Module 7 (Inbox Pattern). Each module has a How to Apply section.
Want the big picture? Read Origin Story → Architecture Overview → recommended sequence (Module 1→4→8→7→5). Conveys the philosophy: cheap-fast checks, append-only logs, generator-validator separation.
Evaluating for a team? Module 4 (Validator) + Module 8 (Generator+Validator principle) — the two chapters that convey the operational philosophy. Pro+ includes Skills Bundle source.
What this is, and what it isn't
This is: a documented operating manual for a system in production for 9 months. Each module ships with the map of failures — the pitfalls hit and the workarounds that stuck. Architecture, design decisions, and adaptation guides included.
This isn't: a get-rich-quickly course. No engagement-bait promises, no trading bots, no affiliate funnels. The patterns require setup, calibration, and ongoing operation. They reward operators who stay close to their work.