Comparison
future-agi vs ai-reliability-copilot
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 ai-reliability-copilot if ai-reliability-copilot converts production incidents into structured LLM responses with nine sections including severity and root cause analysis.
Markdown twin · future-agi alternatives · ai-reliability-copilot alternatives
GraphCanon updated Sep 20, 2026
7views this month
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Trust & integrity
| Signal | future-agi | ai-reliability-copilot |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Steady (88d 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
- future-agi
- Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications
- ai-reliability-copilot
- Transform production incidents into structured LLM responses
Stars
- future-agi
- 2.0k
- ai-reliability-copilot
- 83
Forks
- future-agi
- 627
- ai-reliability-copilot
- 0
Open issues
- future-agi
- 961
- ai-reliability-copilot
- 1
Language
- future-agi
- Python
- ai-reliability-copilot
- 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,
- ai-reliability-copilot
- ai-reliability-copilot converts production incidents into structured LLM responses with nine sections including severity and root cause analysis.
Persona
- future-agi
- -
- ai-reliability-copilot
- -
Runtime
- future-agi
- -
- ai-reliability-copilot
- -
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.
- ai-reliability-copilot
- -
Last pushed
- future-agi
- Sep 18, 2026
- ai-reliability-copilot
- Jun 24, 2026
Categories
- future-agi
- AI Agents, Evaluation & Observability, LLM Frameworks
- ai-reliability-copilot
- Evaluation & Observability, LLM Frameworks
Trust and health
Maintenance
- future-agi
- Very active (96%)
- ai-reliability-copilot
- Steady (60%)
Days since push
- future-agi
- 0d
- ai-reliability-copilot
- 88d
Open issues (now)
- future-agi
- 961
- ai-reliability-copilot
- 1
Stars delta
- future-agi
- +473 (30d)
- ai-reliability-copilot
- -19 (30d)
Open issues delta
- future-agi
- +365 (30d)
- ai-reliability-copilot
- 0 (30d)
Owner type
- future-agi
- Organization
- ai-reliability-copilot
- User
Full report
- future-agi
- Trust report
- ai-reliability-copilot
- Trust report
Choose future-agi if…
- future-agi is primarily Python; ai-reliability-copilot is TypeScript.
- 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 AI Agents.
- 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 ai-reliability-copilot if…
- ai-reliability-copilot is primarily TypeScript; future-agi is Python.
- Tags unique to ai-reliability-copilot: ai-sdk, deepseek, incident-response, llm-evaluation.
- ai-reliability-copilot ships an MCP server manifest.
- When detailed LL-based incident response structuring is required
When NOT to use ai-reliability-copilot
- If real-time response customization beyond preset formats is needed
- In environments lacking the required backend databases like pgvector or Supabase
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 (YanpengQi7/ai-reliability-copilot) · observed Sep 20, 2026
- GitHub forks (YanpengQi7/ai-reliability-copilot) · observed Sep 20, 2026
- Last push (YanpengQi7/ai-reliability-copilot) · observed Jun 24, 2026
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: future-agi 2.0k · ai-reliability-copilot 83 (synced Sep 20, 2026).
Common questions
- What is the difference between future-agi and ai-reliability-copilot?
- future-agi: Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. ai-reliability-copilot: Transform production incidents into structured LLM responses. See the comparison table for live GitHub stats and shared categories.
- When should I choose future-agi over ai-reliability-copilot?
- Choose future-agi over ai-reliability-copilot when future-agi is primarily Python; ai-reliability-copilot is TypeScript; 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 AI Agents; 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 ai-reliability-copilot over future-agi?
- Choose ai-reliability-copilot over future-agi when ai-reliability-copilot is primarily TypeScript; future-agi is Python; Tags unique to ai-reliability-copilot: ai-sdk, deepseek, incident-response, llm-evaluation; ai-reliability-copilot ships an MCP server manifest; When detailed LL-based incident response structuring is required.
- 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 ai-reliability-copilot?
- If real-time response customization beyond preset formats is needed In environments lacking the required backend databases like pgvector or Supabase
- Is future-agi or ai-reliability-copilot more popular on GitHub?
- future-agi has more GitHub stars (2,032 vs 83). Stars measure visibility, not whether either tool fits your constraints.
- Are future-agi and ai-reliability-copilot open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to future-agi or ai-reliability-copilot?
- GraphCanon lists graph-backed alternatives at future-agi alternatives and ai-reliability-copilot alternatives (future-agi markdown twin, ai-reliability-copilot 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 ai-reliability-copilot?
- future-agi: Very active. ai-reliability-copilot: 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 future-agi and ai-reliability-copilot?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: future-agi trust report; ai-reliability-copilot trust report.