WorkflowsMay 14, 2026·1 min read

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.

Agent Toolkit
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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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