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OwlMQ Blog

Engineering insights & product updates

Deep-dives on distributed systems, AI routing, and the infrastructure decisions that power OwlMQ.

EngineeringFeatured

Why AI-Powered Routing Beats Static Rules at 10M+ msg/sec

After years of building rule-based routers, we rewired OwlMQ's core to use embedding-based intent inference. Here's what we learned — and the performance numbers that convinced us to ship it.

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Priya Menon

Principal Engineer

·January 15, 2025·12 min read
AI RoutingPerformanceArchitecture

Recent posts

Product

Introducing Playbooks: Self-Healing Queues That Fix Themselves

Queue lag spikes at 3am shouldn't page your on-call. OwlMQ Playbooks let you define automated remediation steps that trigger when conditions are met — no human required.

AS

Arjun Shah

December 28, 2024 · 8 min read

Engineering

IAMP vs CloudEvents: Why We Built a New Message Protocol

CloudEvents is great for interop. But it knows nothing about intent, priority, or SLAs. IAMP gives every message a semantic layer that unlocks AI-native routing without any config changes.

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Lena Fischer

December 10, 2024 · 10 min read

Guide

Migrating from Kafka to OwlMQ: A Zero-Downtime Playbook

We've helped 40+ teams migrate from Kafka. Here's the exact dual-write strategy, consumer group mapping, and rollback plan we use every time — with real configs you can copy.

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Marcus Webb

November 22, 2024 · 15 min read

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