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.

Asynchronous Python framework for event-driven services. A thin client for Kafka, RabbitMQ, NATS, Redis and MQTT with full access to native broker features, plus AsyncAPI docs, in-memory tests and observability out of the box.

01Result

ag2ai/faststream ↗

ag2ai/faststream AI coding statistics: 33.9%

of 171 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
33.9% agent · top contributor 74.1%10 contributors
team

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

58
agent commits
113
other considered commits
10
agent contributors
74.1%
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

58assisted
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%12
2026-030%10
2026-047.1%14
2026-0527.8%18
2026-0660%15
2026-0723.1%26
2026-0836.2%47
2026-0969%29

Peak month: 69%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic5733.3%
Cursor AgentAnysphere10.6%

03Evidence

Inspect the matches

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

Matched commit samples

  • 9a2ac656 on GitHubfeat(testing): `assert_called_with` and `assert_any_call` beside `assert_cClaude Code
  • 590a4cde on GitHubperf: one context scope object per message, not five generators (#3130)Claude Code
  • 3b7685e6 on GitHubfix(redis): stop warning that `no_ack` has no effect with a consumer groupClaude Code
  • e367e5e8 on GitHubdocs: update Trendshift badge (#2905)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 window237
Merge commits removed−0
CI / dependency bots removed−66
Considered171

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

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Python AI coding statisticsCompare evidence across Python repositories →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 ag2ai/faststream

Scan another repository

Try