--- title: "AstrBot vs pydantic-ai-production-ready-template" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/astrbotdevs-astrbot-vs-m7mdhka-pydantic-ai-production-ready-template" tools: ["astrbotdevs-astrbot", "m7mdhka-pydantic-ai-production-ready-template"] --- # AstrBot vs pydantic-ai-production-ready-template *GraphCanon updated Jul 15, 2026* ## Verdict Pick AstrBot when tags unique to AstrBot: agent, ai, astrbot, chatbot; pick pydantic-ai-production-ready-template when tags unique to pydantic-ai-production-ready-template: alembic, asynchronous, ci-cd, commitizen. [AstrBot](https://astrbot.app) reports 36k GitHub stars, 2.5k forks, and 1.3k open issues, last pushed Jul 9, 2026. [pydantic-ai-production-ready-template](https://github.com/m7mdhka/pydantic-ai-production-ready-template) has 86 stars, 9 forks, and 2 open issues, last pushed Jan 20, 2026. Figures are from public GitHub metadata via [AstrBot's repository](https://github.com/AstrBotDevs/AstrBot) and [pydantic-ai-production-ready-template's repository](https://github.com/m7mdhka/pydantic-ai-production-ready-template). | | [AstrBot](/tools/astrbotdevs-astrbot.md) | [pydantic-ai-production-ready-template](/tools/m7mdhka-pydantic-ai-production-ready-template.md) | | --- | --- | --- | | Tagline | AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature | 🚀 Production-ready template for building AI applications with Pydantic AI, FastAPI, PostgreSQL, Redis, LiteLLM, and comprehensive monitoring. Includes admin panel, CI/CD, testing, and observability o | | Stars | 36,186 | 86 | | Forks | 2,513 | 9 | | Open issues | 1,315 | 2 | | Language | Python | Python | | Adopt for | AstrBot is an AI agent assistant and development framework that integrates multiple instant messaging platforms with various language models and plugins under the AGPL-3.0 license. | - | | Persona | - | - | | Runtime | - | - | | License | AGPL-3.0 | - | | Categories | AI Agents, LLM Frameworks | Evaluation & Observability, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [AstrBot](/tools/astrbotdevs-astrbot.md) | [pydantic-ai-production-ready-template](/tools/m7mdhka-pydantic-ai-production-ready-template.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 2d | 176d | | Open issues (now) | 1.3k | 2 | | Owner type | Organization | User | | Full report | [trust report](/tools/astrbotdevs-astrbot/trust.md) | [trust report](/tools/m7mdhka-pydantic-ai-production-ready-template/trust.md) | ## Decision facts: AstrBot - **Adopt for:** AstrBot is an AI agent assistant and development framework that integrates multiple instant messaging platforms with various language models and plugins under the AGPL-3.0 license. ## Choose when ### Choose AstrBot if… - Tags unique to AstrBot: agent, ai, astrbot, chatbot. - Also covers AI Agents. - When you require a highly integrative environment where your AI agents can communicate across different instant messaging platforms like Discord, Telegram, QQ, and others. ### Choose pydantic-ai-production-ready-template if… - Tags unique to pydantic-ai-production-ready-template: alembic, asynchronous, ci-cd, commitizen. - Also covers Evaluation & Observability. - Leaner open-issue backlog (2). ## When NOT to use AstrBot - If you are looking for proprietary solutions or do not want to comply with the AGPL-3.0 open-source license requirements, as AstrBot might not suit businesses preferring closed development. - In scenarios where a very streamlined or simple AI agent without extensive plugin and platform customizability is required due to time constraints or a specific project scope that does not need broad, - +adaptability. ## When NOT to use pydantic-ai-production-ready-template - Last GitHub push was 176 days ago (slowing maintenance, Jan 20, 2026). Validate activity before betting a new project on pydantic-ai-production-ready-template. - Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between AstrBot and pydantic-ai-production-ready-template? AstrBot: AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature. pydantic-ai-production-ready-template: 🚀 Production-ready template for building AI applications with Pydantic AI, FastAPI, PostgreSQL, Redis, LiteLLM, and comprehensive monitoring. Includes admin panel, CI/CD, testing, and observability o. See the comparison table for live GitHub stats and shared categories. ### When should I choose AstrBot over pydantic-ai-production-ready-template? Choose AstrBot over pydantic-ai-production-ready-template when Tags unique to AstrBot: agent, ai, astrbot, chatbot; Also covers AI Agents; When you require a highly integrative environment where your AI agents can communicate across different instant messaging platforms like Discord, Telegram, QQ, and others. ### When should I choose pydantic-ai-production-ready-template over AstrBot? Choose pydantic-ai-production-ready-template over AstrBot when Tags unique to pydantic-ai-production-ready-template: alembic, asynchronous, ci-cd, commitizen; Also covers Evaluation & Observability; Leaner open-issue backlog (2). ### When should I avoid AstrBot? If you are looking for proprietary solutions or do not want to comply with the AGPL-3.0 open-source license requirements, as AstrBot might not suit businesses preferring closed development. In scenarios where a very streamlined or simple AI agent without extensive plugin and platform customizability is required due to time constraints or a specific project scope that does not need broad, +adaptability. ### When should I avoid pydantic-ai-production-ready-template? Last GitHub push was 176 days ago (slowing maintenance, Jan 20, 2026). Validate activity before betting a new project on pydantic-ai-production-ready-template. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is AstrBot or pydantic-ai-production-ready-template more popular on GitHub? AstrBot has more GitHub stars (36,186 vs 86). Stars measure visibility, not whether either tool fits your constraints. ### Are AstrBot and pydantic-ai-production-ready-template open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to AstrBot or pydantic-ai-production-ready-template? GraphCanon lists graph-backed alternatives at [AstrBot alternatives](/tools/astrbotdevs-astrbot/alternatives) and [pydantic-ai-production-ready-template alternatives](/tools/m7mdhka-pydantic-ai-production-ready-template/alternatives) ([AstrBot markdown twin](/tools/astrbotdevs-astrbot/alternatives.md), [pydantic-ai-production-ready-template markdown twin](/tools/m7mdhka-pydantic-ai-production-ready-template/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/astrbotdevs-astrbot-vs-m7mdhka-pydantic-ai-production-ready-template.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, AstrBot or pydantic-ai-production-ready-template? AstrBot: Very active. pydantic-ai-production-ready-template: 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 AstrBot and pydantic-ai-production-ready-template? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [AstrBot trust report](/tools/astrbotdevs-astrbot/trust); [pydantic-ai-production-ready-template trust report](/tools/m7mdhka-pydantic-ai-production-ready-template/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=astrbotdevs-astrbot`](/api/graphcanon/graph?tool=astrbotdevs-astrbot) - 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/_