Agent Workflows on the JVM: Typed, Observable, and Composable
Three properties separate toy agent frameworks from real ones. Here’s how to get type safety, observability, and composability for multi-agent systems on the JVM.
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Production-Minded Multi-Agent Orchestration in Java
The demo works. Shipping it is a different story. Here’s what production multi-agent systems actually need – observability, error handling, cost control, review gates, and testing – and how to get it all in Java.
Building Multi-Agent Systems in Java Without Leaving the JVM
You don’t need Python to build multi-agent AI systems. Here’s a hands-on walkthrough building sequential pipelines, hierarchical teams, parallel workflows, and typed outputs – all in Java.
What Multi-Agent Orchestration Should Look Like for Java Teams
The AI agent ecosystem is overwhelmingly Python-first. Java teams deserve better. Here’s what multi-agent orchestration should actually look like on the JVM.
Parallel Workstreams in Java Agent Pipelines: Phase-Level Grouping and DAG Execution
Flat task lists handle sequential pipelines well, but they can’t express parallel workstreams where each workstream has its own internal task sequence and a defined convergence point. Phases fix that.