Comparison
future-agi vs 12-factor-agents
Verdict
Pick future-agi if future-AGI is an open-source platform for evaluating and observing LLM and AI agent applications, offering features like tracing, evaluations, simulations, and guardrails. It is self-hostable and supports deployment via,; pick 12-factor-agents if a TypeScript-based framework focused on applying 12-factor principles to build production-ready software with large language models.
Markdown twin · future-agi alternatives · 12-factor-agents alternatives
GraphCanon updated Sep 20, 2026
10views this month
vs
Trust & integrity
| Signal | future-agi | 12-factor-agents |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Slowing (330d since push) As of Aug 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Aug 18, 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
- future-agi
- Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications
- 12-factor-agents
- Principles for building production-ready LLM-powered software
Stars
- future-agi
- 2.0k
- 12-factor-agents
- 25k
Forks
- future-agi
- 627
- 12-factor-agents
- 1.9k
Open issues
- future-agi
- 961
- 12-factor-agents
- 26
Language
- future-agi
- Python
- 12-factor-agents
- TypeScript
Adopt for
- future-agi
- Future-AGI is an open-source platform for evaluating and observing LLM and AI agent applications, offering features like tracing, evaluations, simulations, and guardrails. It is self-hostable and supports deployment via,
- 12-factor-agents
- A TypeScript-based framework focused on applying 12-factor principles to build production-ready software with large language models.
Persona
- future-agi
- -
- 12-factor-agents
- -
Runtime
- future-agi
- -
- 12-factor-agents
- -
License
- future-agi
- Apache License 2.0, allowing for free use, modification, and distribution of the software, with the condition that any derivative works also be licensed under the same terms.
- 12-factor-agents
- The content and images are licensed under CC BY-SA 4.0, while the code is covered by the Apache 2.0 License.
Last pushed
- future-agi
- Sep 18, 2026
- 12-factor-agents
- Sep 21, 2025
Categories
- future-agi
- AI Agents, Evaluation & Observability, LLM Frameworks
- 12-factor-agents
- AI Agents, LLM Frameworks
Trust and health
Maintenance
- future-agi
- Very active (96%)
- 12-factor-agents
- Slowing (36%)
Days since push
- future-agi
- 0d
- 12-factor-agents
- 330d
Open issues (now)
- future-agi
- 961
- 12-factor-agents
- 26
Stars delta
- future-agi
- +473 (30d)
- 12-factor-agents
- +966 (30d)
Open issues delta
- future-agi
- +365 (30d)
- 12-factor-agents
- 0 (30d)
Full report
- future-agi
- Trust report
- 12-factor-agents
- Trust report
Choose future-agi if…
- future-agi is primarily Python; 12-factor-agents is TypeScript.
- License: future-agi is Apache-2.0, 12-factor-agents is Other.
- Pricing: The core platform is free and open-source under the Apache License 2.0. However, for managed services or additional support, contact sales for pricing..
- Requirements: Min 4 GB RAM; Requires Docker; Future-AGI requires Docker for deployment, with support for Docker Compose and upcoming Kubernetes and Helm support.; For production environments, a setup script is provided to generate secrets and pin image tags, ensuring a secure and reproducible deployment..
- Tags unique to future-agi: ai-agents, ai-evals, ai-gateway, ai-optimization.
- Also covers Evaluation & Observability.
- future-agi ships Docker support for self-hosted deployment.
- You need a self-hostable solution that does not phone home, ensuring full control over your data and evaluation logic.
When NOT to use future-agi
- You require immediate Kubernetes or Helm support, as these are not yet available, though they are in development.
- You are seeking a managed service or a solution available through AWS Marketplace, as these options are not yet available, though they are planned for the future.
- Your project is in a highly dynamic environment where frequent updates and vendor support are critical, as Future-AGI is a community-driven project with a focus on self-hosting and open-source.
Choose 12-factor-agents if…
- 12-factor-agents is primarily TypeScript; future-agi is Python.
- License: 12-factor-agents is Other, future-agi is Apache-2.0.
- Pricing: Free to use with open-source licenses.
- Requirements: Min 4 GB RAM; Requires Docker; Requires a solid understanding of TypeScript and familiarity with concepts like prompt engineering and context window management..
- Tags unique to 12-factor-agents: 12-factor, agents, ai, context-window.
- You are specifically developing AI agents or LLM-powered applications in TypeScript and need a structured guideline grounded in the 12-factor app principles.
When NOT to use 12-factor-agents
- If your project requires languages other than TypeScript or if your application already has a strong foundation not necessarily aligning with the 12-factor app principles.
- When you’re looking for comprehensive deployment automation tools rather than guidance on building LLM-powered agents and ensuring their reliability in production environments.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (future-agi/future-agi) · observed Sep 20, 2026
- GitHub forks (future-agi/future-agi) · observed Sep 20, 2026
- Last push (future-agi/future-agi) · observed Sep 18, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (humanlayer/12-factor-agents) · observed Sep 20, 2026
- GitHub forks (humanlayer/12-factor-agents) · observed Sep 20, 2026
- Last push (humanlayer/12-factor-agents) · observed Sep 21, 2025
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: future-agi 2.0k · 12-factor-agents 25k (synced Sep 20, 2026).
Common questions
- What is the difference between future-agi and 12-factor-agents?
- future-agi: Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. 12-factor-agents: Principles for building production-ready LLM-powered software. See the comparison table for live GitHub stats and shared categories.
- When should I choose future-agi over 12-factor-agents?
- Choose future-agi over 12-factor-agents when future-agi is primarily Python; 12-factor-agents is TypeScript; License: future-agi is Apache-2.0, 12-factor-agents is Other; Pricing: The core platform is free and open-source under the Apache License 2.0. However, for managed services or additional support, contact sales for pricing.; Requirements: Min 4 GB RAM; Requires Docker; Future-AGI requires Docker for deployment, with support for Docker Compose and upcoming Kubernetes and Helm support.; For production environments, a setup script is provided to generate secrets and pin image tags, ensuring a secure and reproducible deployment.; Tags unique to future-agi: ai-agents, ai-evals, ai-gateway, ai-optimization; Also covers Evaluation & Observability; future-agi ships Docker support for self-hosted deployment; You need a self-hostable solution that does not phone home, ensuring full control over your data and evaluation logic.
- When should I choose 12-factor-agents over future-agi?
- Choose 12-factor-agents over future-agi when 12-factor-agents is primarily TypeScript; future-agi is Python; License: 12-factor-agents is Other, future-agi is Apache-2.0; Pricing: Free to use with open-source licenses; Requirements: Min 4 GB RAM; Requires Docker; Requires a solid understanding of TypeScript and familiarity with concepts like prompt engineering and context window management.; Tags unique to 12-factor-agents: 12-factor, agents, ai, context-window; You are specifically developing AI agents or LLM-powered applications in TypeScript and need a structured guideline grounded in the 12-factor app principles.
- When should I avoid future-agi?
- You require immediate Kubernetes or Helm support, as these are not yet available, though they are in development. You are seeking a managed service or a solution available through AWS Marketplace, as these options are not yet available, though they are planned for the future. Your project is in a highly dynamic environment where frequent updates and vendor support are critical, as Future-AGI is a community-driven project with a focus on self-hosting and open-source.
- When should I avoid 12-factor-agents?
- If your project requires languages other than TypeScript or if your application already has a strong foundation not necessarily aligning with the 12-factor app principles. When you’re looking for comprehensive deployment automation tools rather than guidance on building LLM-powered agents and ensuring their reliability in production environments.
- Is future-agi or 12-factor-agents more popular on GitHub?
- 12-factor-agents has more GitHub stars (25,353 vs 2,032). Stars measure visibility, not whether either tool fits your constraints.
- Are future-agi and 12-factor-agents open source?
- Yes - both are open-source projects on GitHub (future-agi: Apache-2.0, 12-factor-agents: Other).
- Where can I find alternatives to future-agi or 12-factor-agents?
- GraphCanon lists graph-backed alternatives at future-agi alternatives and 12-factor-agents alternatives (future-agi markdown twin, 12-factor-agents 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, future-agi or 12-factor-agents?
- future-agi: Very active. 12-factor-agents: Slowing. 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 future-agi and 12-factor-agents?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: future-agi trust report; 12-factor-agents trust report.