Review economics
MaterializeInc/materialize
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took 1.5× the reviews submitted of the rest.
≥50%
Attributed
a floor
37
Attributed PRs
63
Other PRs
100
Read
Attributed — the latest 5
#37590 parallel-workload: broaden SQL-surface and action coverage
1 round · 8 reviews · 24.6d to merge
#37934 pgwire: decode extended protocol count fields as unsigned
1 reviews · 7.0d to merge
#37973 sql-parser: only start a map literal when a bracket follows MAP
1 reviews · 5.1d to merge
#38016 storage: fix double-counted messages_staged in Iceberg sinks
5 reviews · 24h to merge
#37853 sql: Constant-fold parameterized top-level LIMIT
1 reviews · 11.0d to merge
The rest — the latest 5
#38045 console: add group rows to UniversalTable and migrate the billing ledger
1 reviews · 31h to merge
#38060 persist: fresh command timestamps during retries
1 reviews · 0h to merge
#37920 adapter: make statement logging single-owner for frontend sequencing
1 reviews · 7.3d to merge
#37919 adapter: optimizer and dyncfg cleanups for OCC read-then-write
1 reviews · 7.3d to merge
#38056 ci: Nightly fixes (2026-08-05)
1 reviews · 2h to merge
How this was measured
50% of merged commits carry agent attribution — a floor, not the share; tools that only complete code inline leave no commit trail, so the unattributed side includes AI-assisted work; reads 100 of 24066 merged PRs — the rest have not been analyzed yet.
Detected: Claude Code.
“Attributed” means a commit carried an agent’s signature — a co-author trailer, an agent commit identity, or an agent bot account. Tools that only complete code inline leave no such mark, so the other column is “rest”, not “human-written”. Full method and its limits
The badge reads this repo’s current report, so it follows the number.
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