Topic

#real-time-data

3 articles found

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The previous three articles each dissected one layer of BoxAgnts' three-tier architecture: Outer layer: Out-of-the-box user experience — Vue 3 Dashboard, REST API, WebSocket real-time communication Middle layer: Agent Toolbox — multi-model dispatch (LlmProvider trait), Agent reasoning loop, Tool tra

#cloud-computing#microservices#api#real-time-data

· 3 days ago· Dev.to

Cloud Chaos Unleashed as Rogue JSON Parser Breeds System Mayhem

The Problem We Were Actually Solving The treasure-hunt server receives 50 MB/s of dynamic map events—player moves, loot spawns, fog-of-war reveals—and must broadcast deltas to 100 k sockets without re-serializing the entire world every tick. config.yaml: world: width: 1024 height: 1024 chunk_size: 3

#cloud-computing#json#server-architecture#real-time-data#dynamic-systems

· 3 days ago· Dev.to

When the JVM faltered at 3 AM, Rust runtime stepped up

The Problem We Were Actually Solving At Veltrix we ran a real-time treasure hunt engine that answered millions of location lookups per minute. In October 2025 we hit 8.7 million concurrent sessions—graceful, until the JVM GC pause stretched to 1.2 seconds. That spike didnt just break SLA; it dropped

#cloud-computing#rust#jvm#real-time-data#software-development