Loopy
Loopy
Interactive coding agent CLI for Java developers — domain skills, modern TUI, Spring Boot scaffolding, multi-provider support. Where the thesis becomes a product.
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 — unified framework for invoking Claude Code, Gemini CLI, and SWE-bench agents as Spring services. Portable MCP servers, auto-configuration, sandbox isolation.
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. 21x token reduction in production. Spring AI BaseAdvisor integration.
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.
Agento
Agento Studio
Visual environment for designing, composing, and deploying autonomous agents on the JVM. Coming soon.
Agento University
Hierarchical multi-agent platform — campus stewards that continuously maintain software projects. Coming soon.
SDKs & Protocols
Foundational SDKs maintained in the Spring AI Community. Full documentation lives there.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