Review economics
alibaba/MNN
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took 1.3× the reviews submitted of the rest.
≥8%
Attributed
a floor
8
Attributed PRs
92
Other PRs
100
Read
Attributed — the latest 5
#4482 [Doc:Bugfix] Document MNN_CUDA_NATIVE_ARCH cmake option
1 reviews · 0h to merge
#4569 [Android:Bugfix] Add missing diffusion_session and sana_session sourc…
1 reviews · 20h to merge
#4548 [Embedding:Bugfix] Use causal mask for decoder embedding export
1 reviews · 17h to merge
#4545 [MNN:Release] Release 3.6.0
1 reviews · 0h to merge
#4544 [CPU:Bugfix] Fix Unique op to produce sorted output per ONNX spec
0 reviews · 0h to merge
The rest — the latest 5
#4714 [Metal:Feature] Full W2/W3 decode GEMV + conv1x1 support for Metal ba…
0 reviews · 0h to merge
#4711 [Core:Bugfix] Fix SIGSEGV in KL PTQ when Raster has no valid indexed …
2 reviews · 0h to merge
#4712 [QNN:Feature] Add Deconvolution, fix Interp/Flatten/LeakyReLU, improv…
1 reviews · 0h to merge
#4710 [Metal:Perf] Optimize LinearAttention prefill and decode
0 reviews · 13h to merge
#4479 [LLM:Bugfix] Restore zeroed RoPE inv_freq buffer in GTE embedding/reranker export
1 reviews · 0h to merge
How this was measured
8% 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 750 merged PRs — the rest have not been analyzed yet.
Detected: Claude Code, Devin.
“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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