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.

Context Graph for AI Native SDLC

01Result

potpie-ai/potpie ↗

potpie-ai/potpie AI coding statistics: 22.8%

of 219 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
22.8% agent · top contributor 42%10 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

50
agent commits
169
other considered commits
10
agent contributors
42%
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

48assisted
2autonomous

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
2026-029.5%42
2026-030%13
2026-040%9
2026-0541.2%17
2026-0616.2%68
2026-0734.8%46
2026-0863.2%19
2026-090%5

Peak month: 63.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Cursor AgentAnysphere3917.8%
Claude CodeAnthropic135.9%
GitHub CopilotGitHub10.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • b4532312 on GitHubdocs: publish user-facing docs from `docs/` with a PR-time docs check (#10Cursor Agent
  • a3419788 on GitHubfix(deps): bump pydantic-ai-slim past CVE-2026-54249 (POT-2310) (#1054)Cursor Agent
  • af27492c on GitHubRevert "fix(deps): clear stale legacy/uv.lock for POT-2266 Medium vulns (#Cursor Agent
  • a84863de on GitHubFix include-family/graph-view vocabulary boundary (POT-1770) (#985)Claude Code
  • b7ccc4c3 on GitHubRefresh Context Graph docs (#962)Claude Code
  • f4566546 on GitHubfeat(context-graph): Jira/Linear integration + executable diff-sync skillsClaude Code
  • d9bd5644 on GitHubFix graph read filters and make text presentation honor format, detail, anGitHub 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 window220
Merge commits removed−1
CI / dependency bots removed−0
Considered219

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 →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 potpie-ai/potpie

Scan another repository

Try