Leadership
Technology strategy execution across teams
Technology strategy execution in practice: align platform modernization, market expansion, and AI initiatives with clear ownership and measurable outcomes.
Blog
Notes on engineering, leadership, and the things I'm building.
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AI
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.
AI
AI Fluency and the 4D Framework: Delegation, Description, Discernment, Diligence
Anthropic's 4D framework for AI fluency, with practical examples of task delegation, prompt writing, code review, and responsible use of AI-generated work.
Engineering
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.
Engineering
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.