--- title: "secure-ai-agent-boundary vs frai" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/atrayee-dev-secure-ai-agent-boundary-vs-sebuzdugan-frai" tools: ["atrayee-dev-secure-ai-agent-boundary", "sebuzdugan-frai"] --- # secure-ai-agent-boundary vs frai *GraphCanon updated Sep 20, 2026* ## Verdict Pick secure-ai-agent-boundary if secure-ai-agent-boundary provides decoupled configuration management for data security and model access control, overlaying existing Git workflows with minimal overhead; pick frai if frai is an open-source toolkit that uses CLI and SDK to scan code for responsible AI development purposes, generating model cards, risk assessments, and evaluations. [secure-ai-agent-boundary](https://github.com/Atrayee-dev/secure-ai-agent-boundary) reports 115 GitHub stars, 0 forks, and 0 open issues, last pushed Sep 20, 2026. [frai](https://frai.cc/) has 53 stars, 4 forks, and 0 open issues, last pushed Sep 12, 2026. Figures are from public GitHub metadata via [secure-ai-agent-boundary's repository](https://github.com/Atrayee-dev/secure-ai-agent-boundary) and [frai's repository](https://github.com/sebuzdugan/frai). | | [secure-ai-agent-boundary](/tools/atrayee-dev-secure-ai-agent-boundary.md) | [frai](/tools/sebuzdugan-frai.md) | | --- | --- | --- | | Tagline | Secure AI Engineering Framework 2026: Data-Boundary Security for Frontier Models | A toolkit for responsible AI development that generates model cards, risk assessments, and evals via CLI and SDK. | | Stars | 115 | 53 | | Forks | 0 | 4 | | Open issues | 0 | 0 | | Language | HTML | JavaScript | | Adopt for | secure-ai-agent-boundary provides decoupled configuration management for data security and model access control, overlaying existing Git workflows with minimal overhead. | frai is an open-source toolkit that uses CLI and SDK to scan code for responsible AI development purposes, generating model cards, risk assessments, and evaluations. | | Persona | - | - | | Runtime | - | - | | License | MIT License allows free usage and distribution as long as the original copyright notice and license terms are preserved in copies or substantial portions of the software. | MIT | | Categories | AI Agents, Developer Tools, Evaluation & Observability | Developer Tools, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [secure-ai-agent-boundary](/tools/atrayee-dev-secure-ai-agent-boundary.md) | [frai](/tools/sebuzdugan-frai.md) | | --- | --- | --- | | Stars delta | -36 (30d) | 0 (30d) | | Full report | [trust report](/tools/atrayee-dev-secure-ai-agent-boundary/trust.md) | [trust report](/tools/sebuzdugan-frai/trust.md) | ## Decision facts: secure-ai-agent-boundary - **Requirements:** Secure AI Agent Boundary does not require a daemon, kernel patching, or heavyweight control plane operation. - **Adopt for:** secure-ai-agent-boundary provides decoupled configuration management for data security and model access control, overlaying existing Git workflows with minimal overhead. - **License detail:** MIT License allows free usage and distribution as long as the original copyright notice and license terms are preserved in copies or substantial portions of the software. ## Decision facts: frai - **Adopt for:** frai is an open-source toolkit that uses CLI and SDK to scan code for responsible AI development purposes, generating model cards, risk assessments, and evaluations. ## Choose when ### Choose secure-ai-agent-boundary if… - secure-ai-agent-boundary is primarily HTML; frai is JavaScript. - Requirements: Secure AI Agent Boundary does not require a daemon, kernel patching, or heavyweight control plane operation.. - Tags unique to secure-ai-agent-boundary: ai-security, claude-opus, coding-agents, data-boundary. - Also covers AI Agents. - Use secure-ai-agent-boundary when you need to enforce strict model access controls within a git-based workflow without overhauling your infrastructure. ### Choose frai if… - frai is primarily JavaScript; secure-ai-agent-boundary is HTML. - Tags unique to frai: ai-compliance, audit, bias, evaluation. - Use when you need to comply with specific safety standards in AI projects using JavaScript framework. ## When NOT to use secure-ai-agent-boundary - Avoid secure-ai-agent-boundary if you have limited bandwidth for integrating new tools and cannot allocate resources to learn a new configuration layer. - Do not use it when your project strictly needs real-time model access controls enforced via a heavyweight control-plane method, as this tool relies on decoupled configurations. ## When NOT to use frai - Avoid if your development environment strictly requires non-JavaScript languages for tool integration. - Not advisable if automated governance and scanning tools are not aligned with organizational compliance policies. ## Common questions ### What is the difference between secure-ai-agent-boundary and frai? secure-ai-agent-boundary: Secure AI Engineering Framework 2026: Data-Boundary Security for Frontier Models. frai: A toolkit for responsible AI development that generates model cards, risk assessments, and evals via CLI and SDK.. See the comparison table for live GitHub stats and shared categories. ### When should I choose secure-ai-agent-boundary over frai? Choose secure-ai-agent-boundary over frai when secure-ai-agent-boundary is primarily HTML; frai is JavaScript; Requirements: Secure AI Agent Boundary does not require a daemon, kernel patching, or heavyweight control plane operation.; Tags unique to secure-ai-agent-boundary: ai-security, claude-opus, coding-agents, data-boundary; Also covers AI Agents; Use secure-ai-agent-boundary when you need to enforce strict model access controls within a git-based workflow without overhauling your infrastructure. ### When should I choose frai over secure-ai-agent-boundary? Choose frai over secure-ai-agent-boundary when frai is primarily JavaScript; secure-ai-agent-boundary is HTML; Tags unique to frai: ai-compliance, audit, bias, evaluation; Use when you need to comply with specific safety standards in AI projects using JavaScript framework. ### When should I avoid secure-ai-agent-boundary? Avoid secure-ai-agent-boundary if you have limited bandwidth for integrating new tools and cannot allocate resources to learn a new configuration layer. Do not use it when your project strictly needs real-time model access controls enforced via a heavyweight control-plane method, as this tool relies on decoupled configurations. ### When should I avoid frai? Avoid if your development environment strictly requires non-JavaScript languages for tool integration. Not advisable if automated governance and scanning tools are not aligned with organizational compliance policies. ### Is secure-ai-agent-boundary or frai more popular on GitHub? secure-ai-agent-boundary has more GitHub stars (115 vs 53). Stars measure visibility, not whether either tool fits your constraints. ### Are secure-ai-agent-boundary and frai open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to secure-ai-agent-boundary or frai? GraphCanon lists graph-backed alternatives at [secure-ai-agent-boundary alternatives](/tools/atrayee-dev-secure-ai-agent-boundary/alternatives) and [frai alternatives](/tools/sebuzdugan-frai/alternatives) ([secure-ai-agent-boundary markdown twin](/tools/atrayee-dev-secure-ai-agent-boundary/alternatives.md), [frai markdown twin](/tools/sebuzdugan-frai/alternatives.md)), 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](/compare/atrayee-dev-secure-ai-agent-boundary-vs-sebuzdugan-frai.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, secure-ai-agent-boundary or frai? secure-ai-agent-boundary: Very active. frai: 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 secure-ai-agent-boundary and frai? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [secure-ai-agent-boundary trust report](/tools/atrayee-dev-secure-ai-agent-boundary/trust); [frai trust report](/tools/sebuzdugan-frai/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=atrayee-dev-secure-ai-agent-boundary`](/api/graphcanon/graph?tool=atrayee-dev-secure-ai-agent-boundary) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_