Comparison
circuit-breakers vs Agent-Reach
Verdict
Pick circuit-breakers when circuit-breakers is primarily Jupyter Notebook; Agent-Reach is Python; pick Agent-Reach when agent-Reach is primarily Python; circuit-breakers is Jupyter Notebook.
Markdown twin · circuit-breakers alternatives · Agent-Reach alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | circuit-breakers | Agent-Reach |
|---|---|---|
| Maintenance | Dormant (655d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No MCP manifest As of today · mcp_manifest |
Tagline
- circuit-breakers
- Improving Alignment and Robustness with Circuit Breakers
- Agent-Reach
- Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
Stars
- circuit-breakers
- 265
- Agent-Reach
- 55k
Forks
- circuit-breakers
- 43
- Agent-Reach
- 4.5k
Open issues
- circuit-breakers
- 13
- Agent-Reach
- 144
Language
- circuit-breakers
- Jupyter Notebook
- Agent-Reach
- Python
Adopt for
- circuit-breakers
- -
- Agent-Reach
- -
Persona
- circuit-breakers
- -
- Agent-Reach
- -
Runtime
- circuit-breakers
- -
- Agent-Reach
- -
License
- circuit-breakers
- MIT
- Agent-Reach
- MIT
Last pushed
- circuit-breakers
- Sep 24, 2024
- Agent-Reach
- Jul 10, 2026
Categories
- circuit-breakers
- LLM Frameworks, Model Training
- Agent-Reach
- AI Agents, LLM Frameworks, Developer Tools
Trust and health
Maintenance
- circuit-breakers
- Dormant (18%)
- Agent-Reach
- Very active (96%)
Days since push
- circuit-breakers
- 655d
- Agent-Reach
- 0d
Open issues (now)
- circuit-breakers
- 13
- Agent-Reach
- 144
Owner type
- circuit-breakers
- Organization
- Agent-Reach
- User
Security scan
- circuit-breakers
- No lockfile
- Agent-Reach
- No MCP manifest
Full report
- circuit-breakers
- Trust report
- Agent-Reach
- Trust report
Choose circuit-breakers if…
- circuit-breakers is primarily Jupyter Notebook; Agent-Reach is Python.
- Tags unique to circuit-breakers: jupyter notebook.
- Also covers Model Training.
When NOT to use circuit-breakers
- Last GitHub push was 655 days ago (dormant maintenance, Sep 24, 2024). Validate activity before betting a new project on circuit-breakers.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Choose Agent-Reach if…
- Agent-Reach is primarily Python; circuit-breakers is Jupyter Notebook.
- Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code.
- Also covers AI Agents, Developer Tools.
When NOT to use Agent-Reach
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (GraySwanAI/circuit-breakers) · observed Jul 11, 2026
- GitHub forks (GraySwanAI/circuit-breakers) · observed Jul 11, 2026
- Last push (GraySwanAI/circuit-breakers) · observed Sep 24, 2024
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Panniantong/Agent-Reach) · observed Jul 11, 2026
- GitHub forks (Panniantong/Agent-Reach) · observed Jul 11, 2026
- Last push (Panniantong/Agent-Reach) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: circuit-breakers 265 · Agent-Reach 55k (synced Jul 11, 2026).
Common questions
- What is the difference between circuit-breakers and Agent-Reach?
- circuit-breakers: Improving Alignment and Robustness with Circuit Breakers. Agent-Reach: Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.. See the comparison table for live GitHub stats and shared categories.
- When should I choose circuit-breakers over Agent-Reach?
- Choose circuit-breakers over Agent-Reach when circuit-breakers is primarily Jupyter Notebook; Agent-Reach is Python; Tags unique to circuit-breakers: jupyter notebook; Also covers Model Training.
- When should I choose Agent-Reach over circuit-breakers?
- Choose Agent-Reach over circuit-breakers when Agent-Reach is primarily Python; circuit-breakers is Jupyter Notebook; Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code; Also covers AI Agents, Developer Tools.
- When should I avoid circuit-breakers?
- Last GitHub push was 655 days ago (dormant maintenance, Sep 24, 2024). Validate activity before betting a new project on circuit-breakers. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- When should I avoid Agent-Reach?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is circuit-breakers or Agent-Reach more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 265). Stars measure visibility, not whether either tool fits your constraints.
- Are circuit-breakers and Agent-Reach open source?
- Yes - both are open-source projects on GitHub (circuit-breakers: MIT, Agent-Reach: MIT).
- Where can I find alternatives to circuit-breakers or Agent-Reach?
- GraphCanon lists graph-backed alternatives at circuit-breakers alternatives and Agent-Reach alternatives (circuit-breakers markdown twin, Agent-Reach 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, circuit-breakers or Agent-Reach?
- circuit-breakers: Dormant. Agent-Reach: Very 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 circuit-breakers and Agent-Reach?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: circuit-breakers trust report; Agent-Reach trust report.