Blog
Notes on engineering, leadership, and the things I'm building.
29 July 2026 · 17 min read
Free Local AI Image Generation on a Mac: FLUX.2, MLX, and a Claude Code Skill
Free local AI image generation on a Mac: FLUX.2 Klein with mflux and MLX, 8-bit quantized, about 90 seconds per image, wired into Claude Code as a skill.
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3 June 2026 · 11 min read
AI Fluency and the 4D Framework: Delegation, Description, Discernment, Diligence
Anthropic's 4D framework for AI fluency, explained with real examples: Delegation, Description, Discernment, Diligence, and how I practice the 4 Ds daily.
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6 May 2026 · 15 min read
Do UI Frameworks Still Matter When AI Writes the Code?
Do UI frameworks still matter when AI writes the code? More than before: contracts, design systems and AGENTS.md files keep generated UI consistent.
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10 April 2026 · 18 min read
TDD with Claude Code: The Workflow That Gets What You Actually Asked For
The Claude Code TDD workflow I use: plan first, small stories, acceptance criteria as tests, Ready and Done gates, and verification evidence on every story.
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