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I Thought I Knew Claude Code. Then I Learned How Advanced Users Actually Run It
Source: Image by the authorAfter publishing my Claude Code setup checklist, I made a mistake my checklist…
I skipped RAG for my AI app's voice. Static markdown won.
Member-only storyProgrammingSoftware DevelopmentWeb DevelopmentProductivityStartupI skipped RAG for my AI…
Optimizing Human-AI Collaboration
AI & HumanitySolving the AI Personality MismatchHave you ever felt a mismatch between yourself and your AI…
Your LLM Isn’t Thinking — It’s an Engineer Pulling Weights at 10,000 Tokens Per Second
What really happens inside an AI model, and why the engine running it matters more than you think.When most…
The RAG Complexity Trap: Do More Components Actually Improve Retrieval Performance?
Modern RAG systems often include rerankers, hybrid retrieval, query rewriting, HNSW tuning, and many other…
The AI Shop: Don’t Fight the Vibe, Invoice It (Notes from an Internal Auditor Who Got Tired of…
The AI Shop: Don’t Fight the Vibe, Invoice It (Notes from an Internal Auditor Who Got Tired of…
The Developer’s Guide to Testing LLM Apps Before Production
Member-only storyLLMArtificial IntelligenceSoftware DevelopmentSoftware TestingTechnologyThe Developer’s…
Apple Didn’t Lose the AI Race. It’s Not Running the One Everyone’s Watching.
Everyone scored Apple against the wrong scoreboard. As a product designer, the more interesting question…
The Paragraph Buried in Anthropic’s July 1 Blog That Changes Every Enterprise AI Contract
Analysis | Hard InterruptUS Export control is all about control and imagined threatsOn July 1, 2026,…