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.

:ramen: A tasty Haskell web and mobile framework

01Result

dmjio/miso ↗

dmjio/miso AI coding statistics: 6.8%

of 281 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
6.8% agent · top contributor 52.6%3 contributors
individual

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

19
agent commits
262
other considered commits
3
agent contributors
52.6%
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

19assisted
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
2026-010%1
2026-020%47
2026-030%54
2026-040%22
2026-050%18
2026-0640.5%37
2026-0714.8%27
2026-080%50
2026-090%25

Peak month: 40.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic186.4%
GitHub CopilotGitHub10.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 094be935 on GitHubperf: cache thread environment (mts/bts/web) as a static global in RuntimeClaude Code
  • 55affd63 on GitHubfeat: Add synchronous API variants to Miso.Fetch (#1554)Claude Code
  • 15e4103f on GitHubdocs: note that scripts and styles are for development mode only (#1555)Claude Code
  • 732f07e0 on GitHubFix Miso.Fetch FFI tests: replace httpbin.org with local CORS echo server 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 window283
Merge commits removed−2
CI / dependency bots removed−0
Considered281

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 →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 dmjio/miso

Scan another repository

Try