Group: Agentensemble

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Multi-agent workflow orchestration for Java, powered by LangChain4j

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

Human-in-the-loop review gate SPI and built-in handlers for AgentEnsemble

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

Memory subsystem for AgentEnsemble: short-term, long-term, and entity memory

Task reflection SPI and in-memory implementation for AgentEnsemble — enables self-optimizing prompt loops

Sandboxed file reading tool for AgentEnsemble

Git worktree workspace isolation for AgentEnsemble coding agents

Bill of Materials for all AgentEnsemble modules -- import once to align all versions

Bill of Materials for all AgentEnsemble built-in tools

High-level CodingAgent factory, CodingTask convenience methods, and CodingEnsemble runner 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

Coding tools (glob, search, edit, git, shell, build, test) for AgentEnsemble

Date and time operations tool for AgentEnsemble

Sandboxed file writing tool for AgentEnsemble