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Gemini CLI adapter for agent-hooks — stateless stdin/stdout hook dispatcher

Spring AI adapter for agent-hooks — auto-configures HookedToolCallback wrapping

Spring AI AgentModel adapter for Qwen Code CLI

Java SDK for Amazon Q Developer CLI

Core abstractions, runner, comparison, and results for experiment driver

Java SDK for interacting with Google Gemini CLI - Low-level binding with rich domain objects

Memory store abstraction, token-budgeted retrieval, and LLM-powered compaction

Java SDK for interacting with mini-SWE-agent CLI - Low-level binding for autonomous software engineering

Reusable tools for AI agents: file operations, shell execution, search

Bill of Materials for the Agent Suite

Autonomous CLI Agent Integrations for Spring AI

Purpose-built Java experiment driver for AI agent evaluation

Claude Agent SDK adapter for agent-hooks — bridges AgentHookProvider to Claude CLI hooks

Portable hook API for steering agent behavior at the tool-call boundary

Execution ledger — Experiment/Run tracking for agent workflows

Command execution judges for Agent Judge - build, test, and script validation

File comparison and semantic diff judges for agent evaluation

LLM-powered judges for Agent Judge - correctness, quality, and semantic evaluation

Agent Judge - LLM Output Evaluation Framework

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