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Practical notes on measuring AI work.

Guides for imports, metrics, coding-agent telemetry, and privacy-safe analytics.

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Showing 6 of 9 matching articles · page 1 of 2

Featured · Privacy

AI Usage Constellations Without Exposing Session Names

Explore provider, model, project, date, and metric patterns as a session constellation while keeping conversation titles gated and workspace paths represented only by one-way hashes.

7 min read · Last reviewed 2026-08-20

Metrics

How to Compare AI Usage Without Misleading Deltas

7 min read · Last reviewed 2026-08-20

Guides

Unavailable Is Not Zero: Why Claude, Gemini, and ChatGPT Tokens Stay Blank

5 min read · Last reviewed 2026-08-09

More articles

Metrics

The Capability Matrix: What Each AI Export Can Actually Tell You

A source-by-source reading of the AI Stats capability matrix: Verified versus Beta, Not in export versus Not parsed yet, and why a blank Claude or Gemini tile is evidence rather than a bug.

6 min read · Last reviewed 2026-08-09

Metrics

Twelve Totals and Five Quality Labels: What the Dashboard Measures

Ranges, timezone boundaries, previous-period comparison, unavailable versus zero, and the rules that make a cost estimate refuse.

4 min read · Last reviewed 2026-07-31

Guides

What Leaves Your Device When You Import an AI Export, and What Does Not

Your export is parsed in the browser before anything is uploaded. The exact path from file picker to database, including the limits.

5 min read · Last reviewed 2026-07-31