
Engineering
Why every AI coding tool stops at the UI
A thesis on the missing 80% of AI dev tools.
Apr 02, 2026·6 min read

Engineering
A thesis on the missing 80% of AI dev tools.

Engineering
How constrained generation keeps the planner agent honest.

Engineering
Strong contracts let AI tools self-correct.

Engineering
Indexes, FKs, naming conventions and migration safety.

Engineering
Why generating code without contract tests is a regression.

Engineering
Mara Chen on swapping a V0 prototype for a MangoX-generated production app.
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