Writing
May 26, 2026 · AI Agents
How I Turned Claude Code Into the Operator of a One-Person AI Company
Moving Claude Code from smart autocomplete to running daily operations: a layered CLAUDE.md, seven sub-agents, persistent memory, and hard guardrails enforced by hooks. The hard part of production AI agents is operational discipline, not prompting.
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May 26, 2026 · Graph RAG
The Real Work in Graph RAG Is Not Extraction
Building the seed knowledge graph for 2asy.ai taught me that extraction is the easy part. The real work is normalization: 360 relation types down to 80 canonical forms, duplicate entities merged, evidence fixed so the causal graph is walkable.
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May 26, 2026 · Entity Resolution
Entity Resolution as an API: How I Built It, Over-Fit It, and Fixed It
Turning entity resolution into a single API call by wrapping Splink with a registry that learns aliases over time. Then walking into the classic over-fit trap, and fixing it with a held-out evaluation set.
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