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.

The Underclassmen Opportunities repository is a curated list of internships, programs and resources aimed at freshmen and sophomores in tech‐related majors. The README explains that many companies have early‑career programs that do not require prior experience, and this project aggregates those opportunities for easy discovery.

01Result

Jose-Gael-Cruz-Lopez/underclassmen-opportunities ↗

Jose-Gael-Cruz-Lopez/underclassmen-opportunities AI coding statistics: 77.7%

of 453 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
77.7% agent · top contributor 83%6 contributors
individual

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

352
agent commits
101
other considered commits
6
agent contributors
83%
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

352assisted
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
2026-0238.3%47
2026-03100%12
2026-0441.5%41
2026-0522.6%62
2026-06100%187
2026-07100%23
2026-08100%78
2026-09100%3

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic34275.5%
Cursor AgentAnysphere102.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • d4e0566d on GitHubchore: full link audit 2026-09-14 — archive 6 expired listings, 2 badge upClaude Code
  • f962b590 on GitHubAdd Jane Street Bridge and FOCUS to underclassmen programsClaude Code
  • 41435936 on GitHubchore: full link audit 2026-09-06 — archive 6 expired listings, 2 badge upClaude Code
  • aaf5f757 on GitHubFix SSL error in auto_extract and add AQR Discovery programCursor Agent
  • 8b26cb2d on GitHubAdd 15 research programs in CS, AI/ML, Data Science, CybersecurityCursor Agent
  • 3591dc37 on GitHubUpdate scholarship deadlines and mark 6 closed scholarshipsCursor Agent

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 window573
Merge commits removed−67
CI / dependency bots removed−53
Considered453

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent 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 Jose-Gael-Cruz-Lopez/underclassmen-opportunities

Scan another repository

Try