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.

Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)

01Result

flyteorg/flyte ↗

flyteorg/flyte AI coding statistics: 16.4%

of 304 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
16.4% agent · top contributor 22%12 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
254
other considered commits
12
agent contributors
22%
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

50assisted
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
2026-0433.3%12
2026-054.2%48
2026-0618.1%72
2026-0711.3%53
2026-0817.7%96
2026-0934.8%23

Peak month: 34.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic3712.2%
GitHub CopilotGitHub144.6%

03Evidence

Inspect the matches

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

Matched commit samples

  • 7e220ecd on GitHubrefactor(gpufault): the fault relevance window lives with the contract (#7Claude Code
  • 6f99ace3 on GitHubartifact: add DeleteArtifact and sort keys for the listings (#8019)Claude Code
  • 942e4f71 on GitHubartifact: scope ListArtifactMetadataKeys to one artifact by name (#8014)Claude Code
  • 8950264c on GitHubfeat: scope executor informer cache to flyte-managed pods (#7837)GitHub Copilot
  • 4f07895f on GitHubfeat(devbox): optional Grafana/Prometheus/OTel stack (#7764)GitHub Copilot
  • fc7d3d35 on GitHubupdate readme for Flyte 2 GA (#7768)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 window475
Merge commits removed−0
CI / dependency bots removed−171
Considered304

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 →Go AI coding statisticsCompare evidence across Go 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 flyteorg/flyte

Scan another repository

Try