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Field notes on making AI a team habit.

Why Constraint exists, why we built it, and how teams hand work to AI.

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Essay

A machine can think

We went from “impossible” to “table stakes” in about two years. I don't want to stop noticing. That feeling is the reason Constraint exists.

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More field notes.

Short, practical writing on handing work to AI and keeping the judgment with your team.

Founding note · October 26, 2026
Why we built Constraint
Coordinating AI was becoming a job of its own. Shared tickets made our work visible to each other, and we built from there.
2 min read
Guide · October 26, 2026
Deciding what to hand over to AI
Four questions for a useful hand-off. Then choose the mix of conversations, concurrent work, shared skills and recurring checks that fits the job.
2 min read

Direct the work. Keep the judgment.

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