--- title: "probity vs AutoGPT" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/nizos-probity-vs-significant-gravitas-autogpt" tools: ["nizos-probity", "significant-gravitas-autogpt"] --- # probity vs AutoGPT *GraphCanon updated Sep 20, 2026* ## Verdict Pick probity if probity is designed for TDD enforcement and guardrails in projects that integrate AI coding tools like Claude Code, Codex, GitHub Copilot CLI, leveraging TypeScript to maintain code quality; pick AutoGPT if autoGPT is a platform for building and using autonomous AI agents, offering both self-hosting and managed service options. [probity](https://github.com/nizos/probity) reports 199 GitHub stars, 22 forks, and 28 open issues, last pushed Sep 11, 2026. [AutoGPT](https://agpt.co) has 187k stars, 46k forks, and 593 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [probity's repository](https://github.com/nizos/probity) and [AutoGPT's repository](https://github.com/Significant-Gravitas/AutoGPT). | | [probity](/tools/nizos-probity.md) | [AutoGPT](/tools/significant-gravitas-autogpt.md) | | --- | --- | --- | | Tagline | TDD enforcement and guardrails for AI coding tools like Claude Code, Codex, GitHub Copilot | Accessible AI for everyone, providing tools for focus on what matters | | Stars | 199 | 187,424 | | Forks | 22 | 46,006 | | Open issues | 28 | 593 | | Language | TypeScript | Python | | Adopt for | Probity is designed for TDD enforcement and guardrails in projects that integrate AI coding tools like Claude Code, Codex, GitHub Copilot CLI, leveraging TypeScript to maintain code quality. | AutoGPT is a platform for building and using autonomous AI agents, offering both self-hosting and managed service options. | | Persona | - | - | | Runtime | - | - | | License | MIT | AutoGPT's `autogpt_platform/` component is licensed under Polyform Shield, which is free for personal and internal business use but cannot be sold as a competing hosted service. The `classic/` and all | | Categories | Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [probity](/tools/nizos-probity.md) | [AutoGPT](/tools/significant-gravitas-autogpt.md) | | --- | --- | --- | | Open issues (now) | 28 | 593 | | Stars delta | +40 (30d) | +801 (30d) | | Open issues delta | +13 (30d) | +76 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/nizos-probity/trust.md) | [trust report](/tools/significant-gravitas-autogpt/trust.md) | ## Decision facts: probity - **Pricing:** freemium - Available under MIT License. Free for open-source and commercial use. - **Adopt for:** Probity is designed for TDD enforcement and guardrails in projects that integrate AI coding tools like Claude Code, Codex, GitHub Copilot CLI, leveraging TypeScript to maintain code quality. ## Decision facts: AutoGPT - **Adopt for:** AutoGPT is a platform for building and using autonomous AI agents, offering both self-hosting and managed service options. - **License detail:** AutoGPT's `autogpt_platform/` component is licensed under Polyform Shield, which is free for personal and internal business use but cannot be sold as a competing hosted service. The `classic/` and all ## Choose when ### Choose probity if… - probity is primarily TypeScript; AutoGPT is Python. - License: probity is MIT, AutoGPT is Other. - Pricing: Available under MIT License. Free for open-source and commercial use.. - Tags unique to probity: agentic-coding, claude-code, codex, coding-agent. - Use Probity when working on a project that leverages multiple AI coding assistants such as Claude Code or Codex, and you need to ensure strict TDD compliance throughout your development lifecycle. ### Choose AutoGPT if… - AutoGPT is primarily Python; probity is TypeScript. - License: AutoGPT is Other, probity is MIT. - Tags unique to AutoGPT: agentic-ai, agents, ai, artificial-intelligence. - Also covers AI Agents. - When you need full control over your infrastructure and data, as self-hosting allows you to run AutoGPT on your own servers. ## When NOT to use probity - Do not use Probity if your team does not utilize AI coding assistants, as its specific guardrails and integration features are tailored to such environments. - Avoid adopting Probity if you do not wish to enforce TDD practices, or if another tool is better suited for enforcing the development methodology preferred by your team. ## When NOT to use AutoGPT - If you require immediate setup without the need for infrastructure management, as the managed service option is more suitable for quick deployment. - When you are looking for a fully managed solution with built-in model access, as the managed platform handles updates and operations for you. - If you are seeking a paid plan with plan-dependent support, as the self-hosted option relies on community support. ## Common questions ### What is the difference between probity and AutoGPT? probity: TDD enforcement and guardrails for AI coding tools like Claude Code, Codex, GitHub Copilot. AutoGPT: Accessible AI for everyone, providing tools for focus on what matters. See the comparison table for live GitHub stats and shared categories. ### When should I choose probity over AutoGPT? Choose probity over AutoGPT when probity is primarily TypeScript; AutoGPT is Python; License: probity is MIT, AutoGPT is Other; Pricing: Available under MIT License. Free for open-source and commercial use.; Tags unique to probity: agentic-coding, claude-code, codex, coding-agent; Use Probity when working on a project that leverages multiple AI coding assistants such as Claude Code or Codex, and you need to ensure strict TDD compliance throughout your development lifecycle. ### When should I choose AutoGPT over probity? Choose AutoGPT over probity when AutoGPT is primarily Python; probity is TypeScript; License: AutoGPT is Other, probity is MIT; Tags unique to AutoGPT: agentic-ai, agents, ai, artificial-intelligence; Also covers AI Agents; When you need full control over your infrastructure and data, as self-hosting allows you to run AutoGPT on your own servers. ### When should I avoid probity? Do not use Probity if your team does not utilize AI coding assistants, as its specific guardrails and integration features are tailored to such environments. Avoid adopting Probity if you do not wish to enforce TDD practices, or if another tool is better suited for enforcing the development methodology preferred by your team. ### When should I avoid AutoGPT? If you require immediate setup without the need for infrastructure management, as the managed service option is more suitable for quick deployment. When you are looking for a fully managed solution with built-in model access, as the managed platform handles updates and operations for you. If you are seeking a paid plan with plan-dependent support, as the self-hosted option relies on community support. ### Is probity or AutoGPT more popular on GitHub? AutoGPT has more GitHub stars (187,424 vs 199). Stars measure visibility, not whether either tool fits your constraints. ### Are probity and AutoGPT open source? Yes - both are open-source projects on GitHub (probity: MIT, AutoGPT: Other). ### Where can I find alternatives to probity or AutoGPT? GraphCanon lists graph-backed alternatives at [probity alternatives](/tools/nizos-probity/alternatives) and [AutoGPT alternatives](/tools/significant-gravitas-autogpt/alternatives) ([probity markdown twin](/tools/nizos-probity/alternatives.md), [AutoGPT markdown twin](/tools/significant-gravitas-autogpt/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/nizos-probity-vs-significant-gravitas-autogpt.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, probity or AutoGPT? probity: Very active. AutoGPT: 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 probity and AutoGPT? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [probity trust report](/tools/nizos-probity/trust); [AutoGPT trust report](/tools/significant-gravitas-autogpt/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=nizos-probity`](/api/graphcanon/graph?tool=nizos-probity) - 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/_