- Dataset
- 2026-09-18-v3.0
- Ruleset
- b2e8889c66f7
- Scanned
- 2026-09-16
- Window
- February–September 15, 2026
01Result
affaan-m/ECC ↗affaan-m/ECC AI coding statistics: 8%
Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.
02Drivers
What shapes this result
Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.
Assisted or autonomous
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
| Month | Agent share | Considered commits |
|---|---|---|
| 2026-02 | 8.6% | 327 |
| 2026-03 | 11.2% | 475 |
| 2026-04 | 3.2% | 466 |
| 2026-05 | 2.5% | 432 |
| 2026-06 | 15.1% | 205 |
| 2026-07 | 22.3% | 94 |
| 2026-08 | 9.2% | 240 |
| 2026-09 | 4.2% | 71 |
Peak month: 22.3%. Bars are scaled to that peak, not to 100%.
Which agents
| Agent | Vendor | Commits | Share |
|---|---|---|---|
| Claude Code | Anthropic | 146 | 6.3% |
| GitHub Copilot | GitHub | 24 | 1% |
| Devin | Cognition | 9 | 0.4% |
| Cursor Agent | Anysphere | 7 | 0.3% |
03Evidence
Inspect the matches
Public commit samples let you inspect the signatures behind the aggregate result.
Matched commit samples
928c1deaon GitHubfeat(tasteforge): package reusable workflows and preserve native edits (#3Claude Codef8640355on GitHubConsolidate recovered eval framework and operator workflows (#3040)Claude Code549c1469on GitHubfix(security): bump js-yaml 4.3.1 -> 4.3.2 (GHSA-2883-xcg3-v3hh) (#3032)Claude Codee6eb9927on GitHubUpdate skills/token-budget-advisor/SKILL.mdGitHub Copilot7cabf771on GitHubUpdate skills/token-budget-advisor/SKILL.mdGitHub Copilot27b537d5on GitHubfix: skip detect-project bash test on Windows (path backslash incompatibilGitHub Copilot40927950on GitHubfix: community-reported issues — pyproject URLs, dashboard Tkinter error, Devinf6e18e08on GitHubfix(agents): read-only reviewer contract + model re-tiering (#2442) + softDevin38a7ebbeon GitHubfix(install): reference all curated skills in modules + reverse-coverage gDevin7a46a7b8on GitHubdocs: MRR-biased ECC Pro + AgentShield security roadmap (#2321)Cursor Agent8973d0f6on GitHubfix(llm): align Claude provider with current Anthropic API (#2133)Cursor Agent6a404694on GitHubfeat: Cursor-independent ECC memory via ECC_AGENT_DATA_HOME (#2066)Cursor Agent
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 window | 2,622 |
| Merge commits removed | −243 |
| CI / dependency bots removed | −69 |
| Considered | 2,310 |
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
- affaan-m/ECC
- Default branch
- main
- Resolved HEAD
- 8321021c54d670126ce3b2969d5deb880b4b0c2a ↗
- Resolved
- 2026-09-16
- Measurement window
- February–September 15, 2026
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.
Midrank percentile; equal shares split the tied positions.
- Repository
- 8%
- Cohort median
- 5.4%
- Share rank
- 153 / 376
Percentile = (repositories below + half of 2 tied repositories) ÷ 376.
Continue exploring
Related coding-agent evidence
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 affaan-m/ECC