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.

Firedancer is Jump Crypto's Solana validator software.

01Result

firedancer-io/firedancer ↗

firedancer-io/firedancer AI coding statistics: 0.3%

of 2,647 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.3% agent · top contributor 25%6 contributors
team

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

8
agent commits
2,639
other considered commits
6
agent contributors
25%
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

8assisted
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
2026-020.2%411
2026-030.7%402
2026-040.3%317
2026-050.8%258
2026-060%328
2026-070%194
2026-080%443
2026-090.3%294

Peak month: 0.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub50.2%
Claude CodeAnthropic30.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 7f669a74 on GitHubtopo: harden CPU affinity string parserGitHub Copilot
  • c0208b76 on GitHubgossvf: zero ContactInfos with multicast auxiliary sockets (#8962)GitHub Copilot
  • 8e06051d on GitHubgrpc: tighten up protocol invariants, ensure fuzz harness matches client iGitHub Copilot
  • 54969158 on GitHubmem: factor size formatting helper and fix TOTAL row column countClaude Code
  • c65da232 on GitHubprogcache: introduce dedicated xid/key types and lineageClaude Code
  • dbd2dae0 on GitHubgossip: reject LegacyContactInfo in pull requests (#8980)Claude 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 window2,656
Merge commits removed−0
CI / dependency bots removed−9
Considered2,647

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 firedancer-io/firedancer

Scan another repository

Try