Comparison
agent-learning-kit vs arc-kit
Verdict
Pick agent-learning-kit if agent-learning-kit is a Python-based toolkit for evaluating and simulating AI workflows, particularly suited for AI agents. It offers optional extras for specific functionalities and a TypeScript SDK for broader language; pick arc-kit if arc-kit provides tools for governing and ensuring compliance in AI coding assistant processes within enterprise settings.
Markdown twin · agent-learning-kit alternatives · arc-kit alternatives
GraphCanon updated Sep 20, 2026
13views this month
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Trust & integrity
| Signal | agent-learning-kit | arc-kit |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Active (16d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- agent-learning-kit
- General Purpose Evaluation and Simulation Environment for all your AI related Workflows
- arc-kit
- The Enterprise Architecture Governance Harness
Stars
- agent-learning-kit
- 119
- arc-kit
- 2.2k
Forks
- agent-learning-kit
- 44
- arc-kit
- 280
Open issues
- agent-learning-kit
- 19
- arc-kit
- 20
Language
- agent-learning-kit
- Python
- arc-kit
- JavaScript
Adopt for
- agent-learning-kit
- agent-learning-kit is a Python-based toolkit for evaluating and simulating AI workflows, particularly suited for AI agents. It offers optional extras for specific functionalities and a TypeScript SDK for broader language
- arc-kit
- arc-kit provides tools for governing and ensuring compliance in AI coding assistant processes within enterprise settings.
Persona
- agent-learning-kit
- -
- arc-kit
- -
Runtime
- agent-learning-kit
- -
- arc-kit
- -
License
- agent-learning-kit
- Other
- arc-kit
- Other
Last pushed
- agent-learning-kit
- Sep 18, 2026
- arc-kit
- Sep 3, 2026
Categories
- agent-learning-kit
- AI Agents, Evaluation & Observability
- arc-kit
- AI Agents
Trust and health
Maintenance
- agent-learning-kit
- Very active (96%)
- arc-kit
- Active (82%)
Days since push
- agent-learning-kit
- 0d
- arc-kit
- 16d
Open issues (now)
- agent-learning-kit
- 19
- arc-kit
- 20
Stars delta
- agent-learning-kit
- +1 (30d)
- arc-kit
- +139 (30d)
Open issues delta
- agent-learning-kit
- +13 (30d)
- arc-kit
- +3 (30d)
Owner type
- agent-learning-kit
- Organization
- arc-kit
- User
Full report
- agent-learning-kit
- Trust report
- arc-kit
- Trust report
Shared compatibility
- Python · agent-learning-kit: Python runtime · arc-kit: Python runtime
Choose agent-learning-kit if…
- agent-learning-kit is primarily Python; arc-kit is JavaScript.
- Tags unique to agent-learning-kit: agentic-ai, cicd, evaluation, ml.
- Also covers Evaluation & Observability.
- When you need a comprehensive environment for evaluating and simulating AI workflows, especially for AI agents
When NOT to use agent-learning-kit
- If your project strictly requires a different programming language other than Python or TypeScript
- When you need a tool that is already at a mature v1 release, as agent-learning-kit is still developing its TypeScript SDK and extras
Choose arc-kit if…
- arc-kit is primarily JavaScript; agent-learning-kit is Python.
- Tags unique to arc-kit: architecture-governance, enterprise-architecture, public-sector, software-architecture.
- When you need to manage the governance and compliance of AI coding assistants in large enterprises.
When NOT to use arc-kit
- If your requirement focuses narrowly on programming language support without a significant enterprise architecture governance aspect.
- Not suitable if your needs are primarily centered around general code quality improvement tools rather than compliance and strategy management for AI assistants.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (future-agi/agent-learning-kit) · observed Sep 20, 2026
- GitHub forks (future-agi/agent-learning-kit) · observed Sep 20, 2026
- Last push (future-agi/agent-learning-kit) · observed Sep 18, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (tractorjuice/arc-kit) · observed Sep 20, 2026
- GitHub forks (tractorjuice/arc-kit) · observed Sep 20, 2026
- Last push (tractorjuice/arc-kit) · observed Sep 3, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agent-learning-kit 119 · arc-kit 2.2k (synced Sep 20, 2026).
Common questions
- What is the difference between agent-learning-kit and arc-kit?
- agent-learning-kit: General Purpose Evaluation and Simulation Environment for all your AI related Workflows. arc-kit: The Enterprise Architecture Governance Harness. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-learning-kit over arc-kit?
- Choose agent-learning-kit over arc-kit when agent-learning-kit is primarily Python; arc-kit is JavaScript; Tags unique to agent-learning-kit: agentic-ai, cicd, evaluation, ml; Also covers Evaluation & Observability; When you need a comprehensive environment for evaluating and simulating AI workflows, especially for AI agents.
- When should I choose arc-kit over agent-learning-kit?
- Choose arc-kit over agent-learning-kit when arc-kit is primarily JavaScript; agent-learning-kit is Python; Tags unique to arc-kit: architecture-governance, enterprise-architecture, public-sector, software-architecture; When you need to manage the governance and compliance of AI coding assistants in large enterprises.
- When should I avoid agent-learning-kit?
- If your project strictly requires a different programming language other than Python or TypeScript When you need a tool that is already at a mature v1 release, as agent-learning-kit is still developing its TypeScript SDK and extras
- When should I avoid arc-kit?
- If your requirement focuses narrowly on programming language support without a significant enterprise architecture governance aspect. Not suitable if your needs are primarily centered around general code quality improvement tools rather than compliance and strategy management for AI assistants.
- Is agent-learning-kit or arc-kit more popular on GitHub?
- arc-kit has more GitHub stars (2,240 vs 119). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-learning-kit and arc-kit open source?
- Yes - both are open-source projects on GitHub (agent-learning-kit: Other, arc-kit: Other).
- Where can I find alternatives to agent-learning-kit or arc-kit?
- GraphCanon lists graph-backed alternatives at agent-learning-kit alternatives and arc-kit alternatives (agent-learning-kit markdown twin, arc-kit markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, agent-learning-kit or arc-kit?
- agent-learning-kit: Very active. arc-kit: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for agent-learning-kit and arc-kit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-learning-kit trust report; arc-kit trust report.