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Core Judge API for evaluating LLM outputs - zero external dependencies

Core abstractions for Spring AI Agents - AgentModel, AgentTaskRequest, AgentCallResult, and AgentOptions

Execution ledger — Experiment/Run tracking for agent workflows

Spring Boot auto-configuration for AgentClient — provides AgentClient.Builder bean

Claude Code SDK to journal-core bridge: phase capture, session parsing, and base run recording

Core sandbox abstractions for process execution and workspace management

Client-layer facade for Spring AI Agents - AgentClient, Goal, GoalTemplate following ChatClient patterns

Portable hook API for agent tool-call steering — pure Java, no framework dependencies

Core interfaces for agent loop patterns using Spring AI

Implementation of all 8 agent loop patterns

Composable step-based flow combinators for agent workflows (sequential, parallel, loop)

Spring AI Agent Model implementation for Claude Code CLI

Framework-neutral AI-backed judge infrastructure - prompt templates, model abstraction, output classification

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

Docker container-based sandbox implementation using Testcontainers

Java SDK for interacting with Sourcegraph Amp CLI - Low-level binding with resilience features

Low-level Java SDK for OpenAI Codex CLI subprocess communication

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

Spring AI AgentModel adapter for Amazon Q Developer CLI

Spring AI Agent Model implementation for Sourcegraph Amp CLI