Review economics
tashfeenahmed/freellmapi
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.0× the time to merge of the rest.
≥28%
Attributed
a floor
30
Attributed PRs
70
Other PRs
100
Read
Attributed — the latest 5
#407 fix(desktop): pass a Scheduler to health/catalog-sync on boot
0 reviews · 0h to merge
#478 fix(custom): tool-capable custom models + provider label in models list (#470, #469)
0 reviews · 0h to merge
#597 Harden router: credential placement, quota boundaries, cooldown visibility
0 reviews · 0h to merge
#448 docs(readme): desktop credentials + data location (#430, #408)
0 reviews · 0h to merge
#368 docs: credit @johan-droid and @redenfire in Contributors
0 reviews · 0h to merge
The rest — the latest 5
#635 Add in-dashboard update checker
1 round · 2 reviews · 8.4d to merge
#757 feat(keys): optional per-key model scopes (#657)
0 reviews · 0h to merge
#758 feat: per-client API keys with server-enforced system prompts (#411)
0 reviews · 0h to merge
#756 feat(keys): import model lists with -TOOLS/-VISION suffixes from pasted env blocks (#382)
0 reviews · 0h to merge
#755 fix(router): penalize repeated empty 'length' completions, guarantee a failover hop, and record client aborts (#751, #752)
0 reviews · 0h to merge
How this was measured
28% 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 375 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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