Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

camel-ai/camel ↗

camel-ai/camel AI coding statistics: 5.3%

of 264 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
5.3% agent · top contributor 28.6%9 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

14
agent commits
250
other considered commits
9
agent contributors
28.6%
largest contributor

02Drivers

What shapes this result

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

Assisted or autonomous

14assisted
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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-024.3%69
2026-032.1%48
2026-040%24
2026-0514.3%35
2026-0614.8%27
2026-072.9%34
2026-080%11
2026-090%16

Peak month: 14.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic93.4%
GitHub CopilotGitHub51.9%

03Evidence

Inspect the matches

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

Matched commit samples

  • 3b89409c on GitHubrefactor: extract _docker_exec helper in TerminalToolkit to reduce Docker Claude Code
  • 874c0183 on GitHubfeat(interpreters): add @dependencies_required decorators to interpreter cClaude Code
  • 1db1ed17 on GitHubUpgrade Firecrawl loader to firecrawl-py v2 (v4 SDK) + add search() (#4095Claude Code
  • b284ffd0 on GitHubfeat(workforce): add stream chunk events to workforce callback system (#40GitHub Copilot
  • 7efbcbbd on GitHubAdd augmented assignment operator support to InternalPythonInterpreter (#3GitHub Copilot
  • ad64aef1 on GitHubRemove embodied_agent and deductive_reasoner_agent modules (#3799)GitHub Copilot

04Method

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 window264
Merge commits removed−0
CI / dependency bots removed−0
Considered264

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

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
camel-ai/camel
Default branch
master
Resolved HEAD
8c791b7b9cf7deab56cb5a92818c34499af9097f ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortPython · 247 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 145 of 392 ecosystem repositories excluded
Agent-commit share position44th percentile

Midrank percentile; equal shares split the tied positions.

Repository
5.3%
Cohort median
6.3%
Share rank
140 / 247
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 247.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →GitHub AI commit analyzerInspect another repository with the same evidence model →
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 camel-ai/camel

Scan another repository

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