Series
Whole-topic deep dives — start to finish
Claude Code Anatomy
Anatomy of Claude Code's production agent system, exposed by the 2026-03 npm sourcemap leak — execution loop, tool system, memory, and unreleased features.
Start from part 1
Ralph Loop
From a one-line Bash loop to autonomous coding agents — context rot, hands-on implementation, and the path to self-evolving systems.
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Self-Tuning Loop
Recovering learning signal between AI drafts and final outputs — a $0 self-tuning system from problem statement to reference implementation.
Start from part 1
Agent Orchestration
How to decompose and organize agents — 5 axes of decomposition, hierarchy/graph/swarm structures, and the Advisor pattern.
Start from part 1
AI Monetization — How OSS Becomes Revenue
From LangChain to solo builders — six paths through which AI open source projects become businesses, plus license strategy.
Start from part 1
AI Market Anatomy
Inside the $660B AI market — real structure, 2027 scenarios, and the Access/Capability/Execution frame from Anthropic's 96-hour reveal.
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GEO Paper Review
From the foundational KDD 2024 paper to optimization approaches and evaluation/manipulation risks — the academic backbone of GEO.
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GEO Foundations — Search After SEO
From the definition of GEO and its structural difference from SEO to the SaaS landscape, incumbent moves, agency market, value chain, and AI search engine comparison.
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WICHI Build Log
From a hackathon rejection to a production GEO SaaS — building WICHI's 9-Bucket framework, multi-engine architecture, scoring metrics, and infra transitions.
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MMU (Make Me Unicorn) Build Log
From sourcing 534 SaaS launch checklist items to feature-flagged accuracy, PLG share design, security, and monitoring — the build log of a solo OSS.
Start from part 1
Korea Build Trap
Korea's paradox — #1 in R&D / GDP, #51 in software spending / GDP (WIPO GII 2025). Korean SaaS firms detouring through Japan, AI's build resurgence, and the structural jump Korea faces. 4-part series.
Start from part 1