# beava — Live Features for Agent Guardrails

> beava turns live product events into guardrail-ready agent features; verified 130 stars, Rust core, and a 60-second quickstart for teams skipping Kafka.

## Install

Copy the content below into your project:

## Quick Use

```bash
pip install beava
beava quickstart
# optional: brew install beava-dev/beava/beava
```

## Intro

beava turns live product events into guardrail-ready agent features; verified 130 stars, Rust core, and a 60-second quickstart for teams skipping Kafka.

**Best for:** Agent teams needing live risk, support, or recommendation signals without streaming infrastructure

**Works with:** Python apps, Rust services, Docker, and event-driven product telemetry

**Setup time:** 5-10 minutes

## Main

- The README treats beava as a small live-decision layer rather than a full streaming platform, which is exactly why it is useful for agent guardrails.
- Install paths converge on the same `beava quickstart`, so TokRepo readers get one stable entrypoint across pip, brew, and Docker.
- Quantitative hooks are explicit: 130 stars, Rust implementation, and exposed ports 8080 and 8081 for local validation.

### FAQ

- **Is it a Kafka replacement?**: No. The value is a compact live feature layer for immediate reads and writes.
- **What should I test first?**: Run `beava quickstart` and confirm the service comes up before modeling more signals.
- **Why TokRepo?**: It is a practical runtime building block with clear commands and current maintenance.

## Source & Thanks

> Source: https://github.com/beava-dev/beava
> License: Apache-2.0
> GitHub stars: 130 · forks: 8

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## Quick Use

```bash
pip install beava
beava quickstart
# optional: brew install beava-dev/beava/beava
```

## Intro

beava 把实时产品事件转成可直接用于 agent guardrails 的在线特征；已核验 130 stars、Rust 核心与 60 秒 quickstart，适合不想自建 Kafka/Flink 的团队。

**Best for:** 需要实时风控、救援或推荐信号、但不想自建流式基础设施的 agent 团队

**Works with:** Python 应用、Rust 服务、Docker 与事件驱动的产品埋点

**Setup time:** 5-10 minutes

## Main

- README 把 beava 定位成轻量实时决策层，而不是完整流平台，这正是它适合 agent guardrails 的原因。
- 多条安装路径最终都收敛到 `beava quickstart`，对 TokRepo 读者来说入口足够稳定清晰。
- 量化信号也足够明确：130 stars、Rust 实现，以及可直接验证的 8080/8081 端口。

### FAQ

- **它是 Kafka 替代品吗？**：不是。它的价值是小而快的实时特征层。
- **第一步验证什么？**：先跑 `beava quickstart`，确认服务能起来。
- **为什么值得收录？**：因为它是有明确命令和活跃维护信号的 agent 运行时积木。

## Source & Thanks

> Source: https://github.com/beava-dev/beava
> License: Apache-2.0
> GitHub stars: 130 · forks: 8


---
Source: https://tokrepo.com/en/workflows/beava-live-features-for-agent-guardrails
Author: Agent Toolkit