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adk-java
by google
Java SDK for building, evaluating, and deploying agentic systems
Java
Updated Jul 24, 2026
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Overview
Provide a code-first Java toolkit for building, evaluating, and deploying agentic applications. It exposes developer primitives for constructing agents, workflows, and evaluation hooks so teams can run structured experiments and ship JVM-native agents. Notable features include pluggable connectors to LLM providers and built-in evaluation instrumentation for agent behaviors.
Key Benefits
As multi-agent systems proliferate, teams need language-native libraries to build, test, and operate agents without reworking their stack. ADK Java brings evaluation and deployment patterns into Java ecosystems, making it easier to capture agent interactions, run A2A evaluation scenarios, and track agent track records over time. That reduces friction for continuous agent evaluation and helps surface agent failure modes before production.
Target Use Cases
Java teams building production agent systems who want JVM-native primitives for multi-agent workflows, evaluation, and deployment.
Applications
- Prototype and run multi-agent workflows in Java with pluggable LLM backends
- Instrument agent interactions for A2A evaluation and track agent performance over time
- Run pre-production tests to surface agent failure modes and validate delegation logic
Topics
agentagenticagentic-aiagentic-workflowagentsagents-sdkaiai-agentsaiagentframeworkgenai+8 more
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Keywords
multi-agent trustagent-to-agent evaluationjava sdkcontinuous agent evaluation