AI patterns from
solo operators.
pikuto, an Asia-Pacific based 20-year-old college student, started building AI automation in summer 2025 with no prior coding experience. AI Hack Lab is the brand hub for the products, notes, and patterns that came out of those nine months.
Daily Digest English Edition starts May 2026 · 日本語版はこちら
7-minute walkthrough: Arena Blueprint
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.
What you'll find here
Arena Blueprint
The complete documentation of a 14-phase AI automation pipeline distilled into 10 transferable modules. Launching May 2026 via Polar.
Daily Digest
AI industry news with applicability notes for solo operators and SMBs. Daily, in plain English. No hype.
Skills Bundle
Open-source Claude Code skills extracted from production use. Available on GitHub. Free for personal use.