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Execution ledger — Experiment/Run tracking for agent workflows

AgentClient CLI-agent integration for Agent Judge - bridge from CLI-delegated agent execution to JudgmentContext

File comparison and semantic diff judges for agent evaluation

JetBrains Koog agent integration for Agent Judge - bridge from Koog agent execution to JudgmentContext

LangChain4j integration for Agent Judge - bridge from LangChain4j Result to JudgmentContext

Agent Judge - LLM Output Evaluation Framework

RAG evaluation judges for Agent Judge - faithfulness, contextual relevance, and hallucination detection

Spring AI ChatResponse evaluation bridge for Agent Judge - evaluated-side bridge, not judging-side LLM dependency

Core JBang launcher functionality for Spring AI Agents - AgentSpec, RunSpec, LocalConfigLoader

Progressive memory management for Spring AI — from context compaction to autonomous memory

E2B cloud sandbox implementation using remote Firecracker microVMs

Agent Sandbox - Process Execution and Workspace Management for AI Agents

Spring Boot Starter for Amazon Q Developer CLI Agent

Spring Boot starter for Sourcegraph Amp agent integration

Spring Boot Starter for Spring AI Claude Agent

Spring Boot starter for OpenAI Codex agent integration

Spring Boot Starter for Spring AI Gemini Agent

Spring Boot starter for Qwen Code agent integration

Spring Boot Starters for Spring AI Agents

Spring AI Agent Model implementation for SWE-bench Agent CLI