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Notes from the build

Short, practical writing on grounded AI systems, short delivery cycles, and building products that survive a handover.

Architectureby Ami Ganguli · June 18, 2026 · 9 min read

The Fluency Trap

Why the most convincing AI output deserves the most scrutiny — and what grounding actually requires.

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Practiceby Ami Ganguli · April 24, 2026 · 9 min read

The Handover Starts on Day One

Transfer is an engineering constraint, not a closing ceremony. The measure of a good handover is whether the receiving team ships its first meaningful change without calling us.

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