AI / ML
Machine learning in production: image tagging pipelines, eligibility algorithms, and applied AI from real engagements rather than demos.
Building PubShip: the Google Play MCP server I wanted
How I built PubShip, from a reporting chore for my Android app to an open-source MCP server: architecture, AI-assisted reviews, testing, branding, distribution and using it ourselves.
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What It Took to Write and Publish 42
How a 12-chapter outline became a 22-chapter book · why the imprint, the ISBNs, and the insurance are worth it · one reproducible build for print and Kindle · free chapters as strategy · full numbers
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The Claude Code setup I actually run
Two-tier CLAUDE.md · path-scoped rule packs for web / Android / iOS / compute · 50 subagents across four stacks · guard-commit and format hooks · MIT at github.com/roadhero/claude-code-setup · from the book "42: The AI Builder's Stack."
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Snapwire: Engineering Lead
Embedded engineering manager and technical product lead on Snapwire for two and a half years: V2 platform, Stripe Connect, and an image pipeline taken from 70% to 95% tagging accuracy.
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