Review economics
bytedance/deer-flow
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took 1.2× the reviews submitted of the rest.
≥4%
Attributed
a floor
4
Attributed PRs
96
Other PRs
100
Read
Attributed — the latest 4
#4649 feat(channels): add Buzz (Nostr) channel connector
3 reviews · 2.1d to merge
#4447 feat(memory): memory message processing
12 reviews · 2.1d to merge
#4582 fix(mcp): ignore oversized path-like text
1 reviews · 9h to merge
#4504 fix(scheduler): retain launched run when post-launch bookkeeping fails (#4452)
3 reviews · 2.2d to merge
The rest — the latest 5
#4657 fix(mcp): bring-up has no timeout and externalized tool outputs are counted as undelivered artifacts
9 reviews · 38h to merge
#4635 fix(frontend): add public showcase routes for case studies
4 reviews · 3.1d to merge
#4631 feat(tui): add transparent terminal background
4 reviews · 3.3d to merge
#4668 fix(middleware): sanitize bare string blocks in list-form user content
3 reviews · 20h to merge
#4682 build(deps): bump aiohttp from 3.14.1 to 3.14.3 in /backend
1 reviews · 8h to merge
How this was measured
4% 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; 8 PRs came off an agent branch with no commit attribution, so the real share runs higher; reads 100 of 1709 merged PRs — the rest have not been analyzed yet.
Detected: Claude Code, OpenAI Codex.
“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
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