{"repo":"beava-dev/beava","free":true,"listed":false,"github":"https://github.com/beava-dev/beava","clone":"git clone https://github.com/beava-dev/beava.git","description":"Real-time decision features without streaming infra. Turn live events into product reflexes — no Kafka, no Flink, no feature store.","language":"Rust","stars":139,"topics":["analytics","feature-store","fraud-detection","python","real-time","rust","streaming","ai-agents","llm-guardrails","recommendations"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"--- Give your product live reflexes. beava turns live events into fresh decision features, so your app can pause runaway agents, reorder marketplaces, and rescue stuck users — no Kafka, no Flink, no feature store. Push events over HTTP or TCP. The very next read reflects them. No batch lag, no broker, no stream worker in between. That is the reflex loop: event in → feature recomputed → decision served. app.push writes the event straight to beava. The next app.get reflects it. Your product can act before the next request, next tool call, or next screen. Why beava Most products already have events. The hard part is turning those events into fresh decision state. Without beava, this usually becomes a pile of Redis counters, cron jobs, queue workers, Postgres triggers, stream processors, and drift-prone glue code. beava gives you one declarative feature layer: - define events in Python - declare per-entity feature tables - push live events - read fresh features by key - make the product act immediately No Kafka. No Flink. No feature store. One Rust binary. Three pipelines. Six live signals. Pipeline Live signal Product reflex --- --- --- Agent runtime control session 44.failure rate 5m = 83% lock tool access Agent runtime control session 44.risky streak = 2 require human approval Marketplace reranking sku 882.cart velocity 5m = 91 boost trending item Marketplace reranking user 1382.avg view price 30m = $211 sort toward premium picks SaaS growth rescue user 1271.top error topic 10","default_branch":null,"files":null,"tree":[],"storefront":"/r/beava-dev","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/beava-dev/beava/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}