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© 2026 Michael Sweatt

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Work

Work

Decisions, measured.

Selected projects where I set the bar, ran the process, and published the numbers. Each one shows the artifact I actually used, not a summary of it.

How I work

The practiceNine rules that hold across every workflow, five stations, three tiers, six bright lines, and the six workflows that run on them. One has a published scorecard.Read it →
Pre-registered study

The Meter and the Judge

Cost is stable and bandable. Judge quality is not. What 3,989 measured API calls said about governing AI-augmented knowledge work.

Read the case study →
54.9%
judge–human agreement
Method

Requirements-to-Design pipeline

Read-only extraction → committed schema → traced wireframes → operable demo. Five moves, four guardrails, and what did not survive the last hop.

Read the method →
19×
smaller than the raw payload