Agent Apprenticeship

by ray-r-ren• 1.6k•• Scanned•Claim this listing•Request removal
Productivity & Workflowagent apprenticeshipagent experienceagent learningagent tracesai agents

The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.

Agent Apprenticeship is an open-source ai agent by ray-r-ren, written mainly in Python, with 1,603 GitHub stars and the MIT license. Its code was last updated Oct 21, 2026.

Scan summary: scanned Nov 5, 2026 at commit cfbd7a3. No capabilities flagged by our checks. Scan policy

Scanned
Full scan at cfbd7a3 · Nov 5, 2026
Scanned Builds
Static code scanpass
Secrets scanpass
Dependency audit0 known vulnerabilitiespass
Manifestnonewarn
Buildpass
Boot & handshaken/a
Network egressn/a
Reproducible (×3)n/a

Findings (2)

  • low
    Possible example credential in docs/tests: generic-api-key
    2 matches in this file
    README.md:108
  • low
    No manifest declaring network access and environment variables (agent.json)

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