Comparison
agency vs agency
Verdict
Pick agency if agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques; pick agency if agency is a fast and minimal Python-based framework for developing agentic systems that excels in its streamlined approach to creating autonomous agents.
Markdown twin · agency alternatives · agency alternatives
GraphCanon updated 2d
Trust & integrity
| Signal | agency | agency |
|---|---|---|
| Maintenance | Dormant (589d since push) As of 2d · github_public_v1 | Steady (71d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2d · github_public_v1 | Not a fork · Personal account As of 2d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- agency
- Library for exploring Large Language Models and generative AI in Go
- agency
- A fast and minimal framework for building agentic systems
Stars
- agency
- 514
- agency
- 489
Forks
- agency
- 36
- agency
- 28
Open issues
- agency
- 4
- agency
- 19
Language
- agency
- Go
- agency
- Python
Adopt for
- agency
- Agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques.
- agency
- Agency is a fast and minimal Python-based framework for developing agentic systems that excels in its streamlined approach to creating autonomous agents.
Persona
- agency
- -
- agency
- -
Runtime
- agency
- -
- agency
- -
License
- agency
- MIT
- agency
- MIT
Last pushed
- agency
- Jan 8, 2025
- agency
- Jun 10, 2026
Categories
- agency
- AI Agents, LLM Frameworks
- agency
- AI Agents
Trust and health
Maintenance
- agency
- Dormant (18%)
- agency
- Steady (60%)
Days since push
- agency
- 589d
- agency
- 71d
Open issues (now)
- agency
- 4
- agency
- 19
Owner type
- agency
- Organization
- agency
- User
Full report
- agency
- Trust report
- agency
- Trust report
Typed relationship
agency alternative agencyBoth projects provide frameworks for building agentic systems, but 'agency' is in Go while 'agency' by operand-agency is likely in another language. They solve similar problems with different approaches.
Choose agency if…
- agency is primarily Go; agency is Python.
- Pricing: Agency is available under MIT license and is free for use, modification, and distribution. Additional services or integrations might involve costs not outlined within the repository..
- Both projects provide frameworks for building agentic systems, but 'agency' is in Go while 'agency' by operand-agency is likely in another language. They solve similar problems with different approaches.
- Tags unique to agency: agents, generative-ai, go, language-models.
- Also covers LLM Frameworks.
- If you're proficient in Go and want to implement LLMs within a familiar ecosystem, consider agency.
When NOT to use agency
- Avoid agency if your primary programming expertise lies outside of the Go ecosystem.
- Not recommended if you require real-time performance characteristics that surpass what typical LLM exploration libraries can provide.
Choose agency if…
- agency is primarily Python; agency is Go.
- Both projects provide frameworks for building agentic systems, but 'agency' is in Go while 'agency' by operand-agency is likely in another language. They solve similar problems with different approaches.
- Tags unique to agency: actor-model, agent-framework, autonomous-agents.
- When you prefer a lightweight solution for building autonomous agent systems without the need for extensive configuration or complex dependencies.
When NOT to use agency
- If your development requires deeply integrated functionalities that would necessitate a heavier, more feature-rich framework.
- In scenarios where you need robust tooling for large-scale deployment and management as Agency does not offer extensive LLMOps (LLM Operations) capabilities beyond its minimalistic design.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (neurocult/agency) · observed Aug 21, 2026
- GitHub forks (neurocult/agency) · observed Aug 21, 2026
- Last push (neurocult/agency) · observed Jan 8, 2025
- License file (MIT) · observed Aug 21, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (operand/agency) · observed Aug 21, 2026
- GitHub forks (operand/agency) · observed Aug 21, 2026
- Last push (operand/agency) · observed Jun 10, 2026
- License file (MIT) · observed Aug 21, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agency 514 · agency 489 (synced Aug 21, 2026).
Common questions
- What is the difference between agency and agency?
- agency: Library for exploring Large Language Models and generative AI in Go. agency: A fast and minimal framework for building agentic systems. See the comparison table for live GitHub stats and shared categories.
- When should I choose agency over agency?
- Choose agency over agency when agency is primarily Go; agency is Python; Pricing: Agency is available under MIT license and is free for use, modification, and distribution. Additional services or integrations might involve costs not outlined within the repository.; Both projects provide frameworks for building agentic systems, but 'agency' is in Go while 'agency' by operand-agency is likely in another language. They solve similar problems with different approaches; Tags unique to agency: agents, generative-ai, go, language-models; Also covers LLM Frameworks; If you're proficient in Go and want to implement LLMs within a familiar ecosystem, consider agency.
- When should I choose agency over agency?
- Choose agency over agency when agency is primarily Python; agency is Go; Both projects provide frameworks for building agentic systems, but 'agency' is in Go while 'agency' by operand-agency is likely in another language. They solve similar problems with different approaches; Tags unique to agency: actor-model, agent-framework, autonomous-agents; When you prefer a lightweight solution for building autonomous agent systems without the need for extensive configuration or complex dependencies.
- When should I avoid agency?
- Avoid agency if your primary programming expertise lies outside of the Go ecosystem. Not recommended if you require real-time performance characteristics that surpass what typical LLM exploration libraries can provide.
- When should I avoid agency?
- If your development requires deeply integrated functionalities that would necessitate a heavier, more feature-rich framework. In scenarios where you need robust tooling for large-scale deployment and management as Agency does not offer extensive LLMOps (LLM Operations) capabilities beyond its minimalistic design.
- Is agency or agency more popular on GitHub?
- agency has more GitHub stars (514 vs 489). Stars measure visibility, not whether either tool fits your constraints.
- Are agency and agency open source?
- Yes - both are open-source projects on GitHub (agency: MIT, agency: MIT).
- Where can I find alternatives to agency or agency?
- GraphCanon lists graph-backed alternatives at agency alternatives and agency alternatives (agency markdown twin, agency 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, agency or agency?
- agency: Dormant. agency: Steady. 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 agency and agency?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agency trust report; agency trust report.