Loopy
Loopy
A small agentic coding CLI for Java developers — an agent loop, a terminal UI, and multi-provider support, with nothing else bolted on.
AgentWorks
Coreagent-* libraries that compose into a complete agent engineering stack. Use the AgentWorks BOM for coordinated version management.
Agent Workflow
Compose multi-step agentic pipelines — steps, typed context, branching, loops, quality gates, parallel execution. Compiles to a graph IR with portable runtimes.
Agent Client
Autonomous CLI agent integrations — a unified framework actively verified with Claude Code, Codex, and Gemini CLI. Other adapters remain experimental. Portable MCP servers, auto-configuration, and reasoning effort (
low/medium/high) across providers, with provider-native ranges when finer control is needed.Agent Judge
Agent-agnostic evaluation with deterministic, command, and LLM judges. Jury system with voting strategies. Zero cost for T0-T1 checks — LLM fires only when cheaper tiers pass.
Agent Bench
Benchmarking suite for Java-centric AI agents on enterprise dev tasks — issue triage, PR review, coverage, compliance. Agent-agnostic with provide/grade separation.
Agent Experiment
End-to-end experiment driver — datasets, runner, jury scoring, variant comparison, sessions, and sweeps. The execution backbone of every lab experiment.
Agent Memory
Progressive memory management — context compaction, token-budgeted retrieval, LLM summarization. Ships as a Spring AI BaseAdvisor; Tier-1 compaction today, tiers 2-4 planned.
Agent Hooks
Portable hook API for steering agent behavior at the tool-call boundary — deterministic safety, observability, and input modification that works across any runtime.
Agent Journal
Behavioral trace capture — every tool call, state transition, and decision point. Feeds Markov fingerprinting and cross-variant behavioral comparison.
Agent Sandbox
Isolated command execution — local, Docker, or E2B cloud backends behind a unified API. Safe execution for untrusted agent code.
Agent Tools
Claude Code-inspired tools for Spring AI agents — file I/O, shell, search, web, subagent orchestration.
Agent Skills
Curated domain knowledge modules (SkillsJars) — teach agents how to test, review, and build Spring applications.
SDKs & Protocols
Foundational SDKs for agent communication and CLI integration.Claude Agent SDK (Java)
Java SDK for Claude Code CLI — three-API architecture, 23-part tutorial, Spring Boot auto-configuration
ACP Java SDK
Agent Communication Protocol — build agents, consume agents, integrate with Zed, JetBrains, and VS Code