- Dataset
- 2026-10-27-catalog-ai-v2
- Ruleset
- b2e8889c66f7
- Scanned
- 2026-10-27
- Window
- February–September 15, 2026
Natively — Free open-source AI meeting assistant, interview copilot, and note taker. The best alternative to Cluely, Otter, Granola, Final Round AI, Fireflies, and Interview Coder. Real-time transcription, AI meeting notes, lecture recording, local RAG, BYOK, and stealth mode. Runs locally. No subscriptions. No data breaches.
01Result
Natively-AI-assistant/natively-cluely-ai-assistant ↗Natively-AI-assistant/natively-cluely-ai-assistant AI coding statistics: 71.1%
A small group is using agents. Adoption has spread beyond one person but is not project-wide.
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.
Agent share by month
| Month | Agent share | Considered commits |
|---|---|---|
| 2026-02 | 0% | 144 |
| 2026-03 | 1.2% | 163 |
| 2026-04 | 0% | 78 |
| 2026-05 | 46.7% | 167 |
| 2026-06 | 80.3% | 401 |
| 2026-07 | 84% | 858 |
| 2026-08 | 81.3% | 727 |
| 2026-09 | 94.6% | 387 |
Peak month: 94.6%. Bars are scaled to that peak, not to 100%.
Which agents
| Agent | Vendor | Commits | Share |
|---|---|---|---|
| Claude Code | Anthropic | 2080 | 71.1% |
03Evidence
Inspect the matches
Public commit samples let you inspect the signatures behind the aggregate result.
Matched commit samples
b1af8c2don GitHubdocs(changelog): cover the nine Apple Speech follow-ups that shipped undocClaude Codedac6c472on GitHubrefactor(stt): only main() may terminate the Apple Speech helperClaude Code99abbf62on GitHubstyle(settings): the Apple Speech description matches the panel's text scaClaude Code
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 | 3,221 |
| Merge commits removed | −225 |
| CI / dependency bots removed | −71 |
| Considered | 2,925 |
Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.
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 Natively-AI-assistant/natively-cluely-ai-assistant