Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

Build highly concurrent, distributed, and resilient message-driven applications using Java/Scala

apache/pekko ↗

apache/pekko AI coding statistics: 10.5%

of 570 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
10.5% agent · top contributor 71.7%3 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

60
agent commits
510
other considered commits
3
agent contributors
71.7%
largest contributor

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

60assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-020%23
2026-0331.7%82
2026-0423.4%64
2026-0516.2%74
2026-062.4%125
2026-072.7%111
2026-080%64
2026-093.7%27

Peak month: 31.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub5910.4%
Claude CodeAnthropic20.4%

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • 4fe1f4a2 on GitHubdocs: clarify security guidance (#2961)GitHub Copilot
  • 17fb00e5 on GitHubconsistent-hashing shard allocation strategy (#3270)GitHub Copilot
  • 05b300da on GitHubPort scalable fan-out persistence query abstraction from Akka (#3277)GitHub Copilot
  • f9f8db5c on GitHubfeat: load every certificate in the rotating keys engine ca-cert-file (#35Claude Code
  • 35a1e23b on GitHubEnhance DurableStateStore TCK with OCC, serialization, and soft-delete tesClaude Code

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window608
Merge commits removed−0
CI / dependency bots removed−38
Considered570

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli apache/pekko

Scan another repository