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.

Bitterbot - a mesh of agents that turns shared experience into collective capability.

01Result

Bitterbot-AI/bitterbot-desktop ↗

Bitterbot-AI/bitterbot-desktop AI coding statistics: 91.7%

of 733 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
91.7% agent · top contributor 92.9%4 contributors
individual

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

672
agent commits
61
other considered commits
4
agent contributors
92.9%
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

672assisted
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
2026-030%21
2026-0481.7%131
2026-0584.3%70
2026-0694.4%54
2026-0799.5%221
2026-08100%151
2026-0998.8%85

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic67291.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • bc31e5e0 on GitHubfeat(usage): PLAN-50 usage ledger — every token, every model, every featurClaude Code
  • 6dfedd71 on GitHubfeat(wallet): PLAN-49 Phase 0.5 foundation — embedded-wallet provisioning Claude Code
  • d919d927 on GitHubfeat(payments): PLAN-49 Phase 2 core — in-app funding on the consent railClaude 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 window746
Merge commits removed−12
CI / dependency bots removed−1
Considered733

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 →TypeScript AI coding statisticsCompare evidence across TypeScript 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 Bitterbot-AI/bitterbot-desktop

Scan another repository

Try