July 12, 2026 · 4 min read
Three months ago I laid out spec-driven development and the folder architecture that makes it work. Most of the playbook held up in daily production use. Three ideas that essay never mentioned turned out to matter more than anything in i…
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April 18, 2026 · 3 min read
Two production sites, a blog, and two personal AI projects, shipped this week from a phone. The chain is voice dictation into Perplexity Computer, a spec, then Claude Code on the web. The interaction model is the story.
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April 10, 2026 · 6 min read
Patterns for pre-execution safety checks, parallel validation, opt-out design, and extensible guardrail architecture on workflow platforms.
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