Multi-agent workflow orchestration for Java, powered by LangChain4j

Live execution dashboard: embedded WebSocket server, wire protocol, and WebDashboard API for AgentEnsemble

Cross-ensemble communication: NetworkTask, NetworkTool, and test utilities for AgentEnsemble

Git worktree workspace isolation for AgentEnsemble coding agents

Sandboxed file reading tool for AgentEnsemble

Developer tooling for AgentEnsemble: DAG export, trace utilities, and execution graph visualization support

Orchestrator-agnostic task and ensemble executor for AgentEnsemble -- enables direct in-process invocation from Temporal, AWS Step Functions, Kafka Streams, or any external workflow engine

MCP protocol bridge for AgentEnsemble: adapts MCP server tools to the AgentTool interface

Micrometer integration for AgentEnsemble tool metrics

OpenTelemetry integration for AgentEnsemble distributed tracing

Arithmetic expression evaluator tool for AgentEnsemble