Insights
Execution notes for builders using AI
Short, direct perspectives on structure, ownership, and shipping—written to be used, not bookmarked.
2026-04-06
Your AI-built app didn’t fail. Your structure did.
When outputs look right but systems collapse, the failure mode is almost always missing ownership and unclear boundaries—fix structure before models.
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2026-04-05
Stop copying code you don’t understand
Unowned snippets are liabilities. The fastest way to get unstuck is to trace behavior until you can explain every line that matters.
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2026-04-04
How to fix a broken AI-generated app
Recover clarity after vibe coding: freeze scope, map flows, delete dead paths, and restore a single source of truth for state.
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2026-04-03
Prompting for architecture, not code
Get better outputs by forcing the model to commit to structure first: components, contracts, edge cases, and the order of operations.
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2026-04-02
The moment vibe coding stops working
It breaks when complexity crosses the threshold where you can’t simulate the system in your head—usually right after the first integration.
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2026-04-01
If you can’t explain your app, you don’t own it
Ownership is the ability to predict behavior under change. If you can’t narrate the path from input to output, you’re not shipping—you’re gambling.
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