Review economics
headroomlabs-ai/headroom
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.4× the reviews submitted of the rest.
≥9%
Attributed
a floor
11
Attributed PRs
89
Other PRs
100
Read
Attributed — the latest 5
#2801 fix(tokenizer): coerce non-string tool_call fields before counting
0 reviews · 1h to merge
#2736 fix(kompress): let orgs run Kompress on their own inference stack
0 reviews · 1h to merge
#2728 fix(telemetry): anonymous compression stats — no prompts, no data
0 reviews · 7h to merge
#2725 fix(proxy/cost): mark estimated-basis budget records and add an enforcement policy (#2713)
0 reviews · 7h to merge
#2711 fix(proxy/debug): reconcile Kompress warmup state in /debug/warmup
0 reviews · 28h to merge
The rest — the latest 5
#2806 fix(opencode): don't preload a missing transport shim into child processes
0 reviews · 1h to merge
#2802 feat(cli,pricing): add CLI extension seam and prompt-cache TTL pricing
0 reviews · 2h to merge
#2796 fix(beacon): report all-layers savings, not context-compression only
0 reviews · 10h to merge
#2791 fix(deps): enforce audited transitive dependency floors
0 reviews · 13h to merge
#2794 test(ccr): cross SQLite max lifetime boundary
0 reviews · 11h to merge
How this was measured
9% 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; 2 PRs came off an agent branch with no commit attribution, so the real share runs higher; reads 100 of 1273 merged PRs — the rest have not been analyzed yet.
Detected: Claude Code, OpenAI Codex, Cursor agent.
“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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