08:20
2026-05-27
dev.to
ai-agents
Adaptive execution for Java agents: reason-aware retries and budget-aware routing
AgentFlow4J v0.7.0, a Java multi-agent orchestration framework built on Spring AI, introduces a `FailureClassifier` that categorizes LLM call failures as transient, permanent, or over-budget, enabling…