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Writing about the work we do, and what we learn along the way.

FEATUREDEach Folder Is Its Own AgentDrop a CLAUDE.md inside a folder and that folder behaves like a scoped agent. The pattern behind the talk line: I don't deploy agents, I make folders.patterns · 21 May 2026 · read the article →LOAN CARDtitleEach Folder Is Its Own Agenttypeartikeldate05.21.26read time4 min

guides

Where Should a Small Business Start with AI?Start with one repetitive process, not a tool. Here is the test a process has to pass, and what the first 30 days actually look like.4 min · open the guide →

articles

05.21.26Each Folder Is Its Own Agentpatterns4 min→05.18.26Why You Might Only Need a Folder Structure and a Claude Subscriptioninfrastructure6 min→05.12.26The Economics of AI Agents: Why Token Costs Are Falling and the Bill Is Still Going Upcost8 min→05.05.26RAG vs Knowledge Graphs vs Structured Folders: How Should AI Access Your Company's Documents?document access7 min→04.22.26MCP vs CLI: Two Ways to Give AI Access to Your Systemsintegration6 min→04.10.26What Are Claude Code Hooks and What Can You Actually Do with Them?claude code6 min→03.27.26What Is a Context Window in AI (and Why Bigger Isn't Always Better)?concepts5 min→03.18.26Andrej Karpathy's AI-as-Operating-System Thesis, Unpackedconcepts7 min→03.11.26How Much Does AI Implementation Really Cost?cost5 min→03.08.26What is MCP, and why does it matter for your business?concepts4 min→