--- title: "beava vs agent-framework" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/beava-dev-beava-vs-microsoft-agent-framework" tools: ["beava-dev-beava", "microsoft-agent-framework"] --- # beava vs agent-framework *GraphCanon updated Sep 20, 2026* ## Verdict Pick beava if beava offers real-time decision features that operate without requiring traditional streaming infrastructure like Kafka or Flink, differentiating it from competitors in the market; pick agent-framework if the agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments. [beava](https://beava.dev) reports 138 GitHub stars, 10 forks, and 38 open issues, last pushed May 30, 2026. [agent-framework](https://aka.ms/agent-framework) has 14k stars, 2.3k forks, and 605 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [beava's repository](https://github.com/beava-dev/beava) and [agent-framework's repository](https://github.com/microsoft/agent-framework). | | [beava](/tools/beava-dev-beava.md) | [agent-framework](/tools/microsoft-agent-framework.md) | | --- | --- | --- | | Tagline | Real-time decision features without streaming infra | Framework for building and deploying AI agents and multi-agent workflows | | Stars | 138 | 13,573 | | Forks | 10 | 2,335 | | Open issues | 38 | 605 | | Language | Rust | Python | | Adopt for | Beava offers real-time decision features that operate without requiring traditional streaming infrastructure like Kafka or Flink, differentiating it from competitors in the market. | The agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments. | | Persona | - | - | | Runtime | - | - | | License | Beava uses the Apache-2.0 license. | MIT | | Categories | AI Agents, Evaluation & Observability | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [beava](/tools/beava-dev-beava.md) | [agent-framework](/tools/microsoft-agent-framework.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 107d | 0d | | Open issues (now) | 38 | 605 | | Stars delta | -1 (30d) | +855 (30d) | | Open issues delta | 0 (30d) | -80 (30d) | | Full report | [trust report](/tools/beava-dev-beava/trust.md) | [trust report](/tools/microsoft-agent-framework/trust.md) | ## Decision facts: beava - **Pricing:** freemium - Free to start with, may include premium features or paid plans that are not detailed in the repository data provided. - **Requirements:** Requires Docker - **Adopt for:** Beava offers real-time decision features that operate without requiring traditional streaming infrastructure like Kafka or Flink, differentiating it from competitors in the market. - **License detail:** Beava uses the Apache-2.0 license. ## Decision facts: agent-framework - **Requirements:** Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages. - **Adopt for:** The agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments. ## Choose when ### Choose beava if… - beava is primarily Rust; agent-framework is Python. - License: beava is Apache-2.0, agent-framework is MIT. - Pricing: Free to start with, may include premium features or paid plans that are not detailed in the repository data provided.. - Requirements: Requires Docker. - Tags unique to beava: ai-agents, analytics, feature-store, fraud-detection. - Also covers Evaluation & Observability. - beava ships Docker support for self-hosted deployment. - Use Beava when you need to integrate live event processing into your product reflexes without setting up complex streaming infrastructures such as Kafka or feature stores. ### Choose agent-framework if… - agent-framework is primarily Python; beava is Rust. - License: agent-framework is MIT, beava is Apache-2.0. - Requirements: Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages.. - Tags unique to agent-framework: agent-framework, agentic-ai, agents, multi-agent. - Also covers Developer Tools. - Choose agent-framework if your project requires support for both Python and .NET, allowing you to develop across different ecosystems. ## When NOT to use beava - Avoid using Beava if your project relies heavily on existing Kafka or Flink environments, as the tool does not integrate well with these technologies. - Do not use Beava in scenarios where a feature store is critical for managing and serving feature data efficiently across different models. ## When NOT to use agent-framework - Avoid using the agent-framework if your team does not have proficiency in either Python or.NET, as this may cause difficulties in leveraging its features effectively. - Do not opt for agent-framework if you only need lightweight support for AI agents without a comprehensive orchestration and deployment framework. ## Common questions ### What is the difference between beava and agent-framework? beava: Real-time decision features without streaming infra. agent-framework: Framework for building and deploying AI agents and multi-agent workflows. See the comparison table for live GitHub stats and shared categories. ### When should I choose beava over agent-framework? Choose beava over agent-framework when beava is primarily Rust; agent-framework is Python; License: beava is Apache-2.0, agent-framework is MIT; Pricing: Free to start with, may include premium features or paid plans that are not detailed in the repository data provided.; Requirements: Requires Docker; Tags unique to beava: ai-agents, analytics, feature-store, fraud-detection; Also covers Evaluation & Observability; beava ships Docker support for self-hosted deployment; Use Beava when you need to integrate live event processing into your product reflexes without setting up complex streaming infrastructures such as Kafka or feature stores. ### When should I choose agent-framework over beava? Choose agent-framework over beava when agent-framework is primarily Python; beava is Rust; License: agent-framework is MIT, beava is Apache-2.0; Requirements: Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages.; Tags unique to agent-framework: agent-framework, agentic-ai, agents, multi-agent; Also covers Developer Tools; Choose agent-framework if your project requires support for both Python and .NET, allowing you to develop across different ecosystems. ### When should I avoid beava? Avoid using Beava if your project relies heavily on existing Kafka or Flink environments, as the tool does not integrate well with these technologies. Do not use Beava in scenarios where a feature store is critical for managing and serving feature data efficiently across different models. ### When should I avoid agent-framework? Avoid using the agent-framework if your team does not have proficiency in either Python or.NET, as this may cause difficulties in leveraging its features effectively. Do not opt for agent-framework if you only need lightweight support for AI agents without a comprehensive orchestration and deployment framework. ### Is beava or agent-framework more popular on GitHub? agent-framework has more GitHub stars (13,573 vs 138). Stars measure visibility, not whether either tool fits your constraints. ### Are beava and agent-framework open source? Yes - both are open-source projects on GitHub (beava: Apache-2.0, agent-framework: MIT). ### Where can I find alternatives to beava or agent-framework? GraphCanon lists graph-backed alternatives at [beava alternatives](/tools/beava-dev-beava/alternatives) and [agent-framework alternatives](/tools/microsoft-agent-framework/alternatives) ([beava markdown twin](/tools/beava-dev-beava/alternatives.md), [agent-framework markdown twin](/tools/microsoft-agent-framework/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/beava-dev-beava-vs-microsoft-agent-framework.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, beava or agent-framework? beava: Slowing. agent-framework: 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 beava and agent-framework? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [beava trust report](/tools/beava-dev-beava/trust); [agent-framework trust report](/tools/microsoft-agent-framework/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=beava-dev-beava`](/api/graphcanon/graph?tool=beava-dev-beava) - 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/_