← the index
HKUDS/LightRAG
43.9%
of 3,188 commits were committed by an AI agent — a floor, not an estimate
43.9% agent · top contributor 59.7%25 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

1,401
agent commits
1,787
human commits
25
agent contributors
59.7%
largest contributor

Assisted or autonomous

1378assisted
23autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. The agent ran git commit during a working session, with a person there. Autonomous — a bot identity is the author, no human in the loop. Across the whole index, 93.7% of agent commits are assisted.

Agent share by month

Feb26
Mar26
Apr26
May26
Jun26
Jul26
Aug26
Sep26

Peak month: 67.9%. Bars are scaled to that peak, not to 100%.

Which agents

Claude CodeAnthropic137443.1%
GitHub CopilotGitHub250.8%
Cursor AgentAnysphere20.1%

Verify it yourself

Sample commits that matched. Every one links to GitHub — check the trailers.

  • 9546c20cfix(pipeline): keep tokens out of the stall fence message, and tell the trClaude Code
  • dbca60cafix(pipeline): let the enqueue-stall fence spare the holders it was raisedClaude Code
  • 70a0761afix(pipeline): re-check the stalled enqueue set inside the lock that fenceClaude Code
  • 42b818acfix: guard Faiss tests with pytest.importorskip and add offline markerGitHub Copilot
  • bac0ed30Fix pre-commit ruff-format CI failures in Milvus test file (#11)GitHub Copilot
  • 634b43d4Remove dead code: Delete unused _create_vector_index_fallback methodGitHub Copilot
  • ec41aa48feature: add full-service comparison artifactsCursor Agent
  • f405bc36test: add controlled benchmark for entity extraction stabilityCursor Agent

What was excluded

Commits in window4,481
Merge commits removed1,150
CI / dependency bots removed143
Considered3,188

Bots are excluded from the denominator entirely. Counting dependabot as “AI-written code” is the fastest way to produce a meaningless number.

How this was measured

Measured over February–August 2026, cloned directly. Detection is deterministic string matching against signatures agents write about themselves — no heuristics, no style analysis. Merge commits and CI bots are excluded from the denominator. The figure is a floor: squash merges strip trailers, so real usage is higher. Contributor counts are aggregate — no individual is named.

Run it yourself: npx qmmit-cli HKUDS/LightRAG

Scan another repository