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Google Releases Agent Development Kit for Kotlin 1.0, Reaching Feature Parity with Python and Supporting On-Device AI

Google has released Agent Development Kit (ADK) for Kotlin 1.0, a production-ready framework for building AI agents across Kotlin, Android, and JVM/server applications. The release brings Kotlin to feature parity with Google's ADK for Python and Java, and adds Android-specific capabilities for on-device and hybrid AI.

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Google ADK for Kotlin 1.0: Moving Agent Logic from Python to Kotlin and the Device Edge

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InfoQ reports that Google has released a production-ready Agent Development Kit for Kotlin 1.0, claiming feature parity with the Python and Java versions of ADK and adding on-device and hybrid AI capabilities for Android. The real question worth asking is not "another language binding," but that it moves the key constraints of agents—tool boundaries, lifecycle recovery, context cost—into compile time and onto the device side.

  • InfoQ reports: Google released ADK for Kotlin 1.0, positioned as a production-ready framework for building AI agents across Kotlin, Android, and JVM/server-side.
  • The report says it achieves feature parity with Google ADK for Python and Java, and adds Android-exclusive on-device and hybrid AI capabilities.
  • Tools are declared with @Tool and @Param annotations, with KSP generating the Kotlin function schema at compile time rather than relying on runtime reflection.
Open section navigationWhy a Single Language Binding Deserves Its Own Discussion

Why a Single Language Binding Deserves Its Own Discussion

On the surface, ADK for Kotlin 1.0 is just one more language entry point for Google's agent framework. But the positioning given in the InfoQ report is more specific: this is a production-ready framework for Kotlin, Android, and JVM/server-side applications, and developers no longer need to depend on Python for agent logic—they can use idiomatic Kotlin APIs to handle orchestration, tools, persistence, memory, and human-in-the-loop flows. In other words, what it is competing over is not "can you write agents," but what language and what device agent logic should run on.

Two parallel claims support this judgment: first, the report says the Kotlin version achieves feature parity with Google ADK for Python and Java; second, it simultaneously adds Android-exclusive capabilities covering on-device and hybrid AI. The former determines migration cost, while the latter determines what it can do that the Python version cannot. Only the two together constitute the actual weight of this release. It should be noted that feature parity is a claim from the report and from Google's side, and this publication cannot independently verify the completeness of that parity.

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Credibility boundary

All information in this article comes from a single source: a report published by InfoQ on September 20, 2026 (author Sergio De Simone), which includes Google's official statements and comments from two third parties (Arjun Kumar and Joske Vermeulen). The release act, open source and GitHub hosting, the annotation and KSP mechanism, requireConfirmation, LiteRT-LM/ML Kit/Firebase AI Logic support, SKILL.md and progressive disclosure, hierarchical multi-agent and session management, and so on are all relayed according to the original report; feature parity, architectural "agnosticism," and similar claims are Google statements and have not been independently verified. The report provides no performance or token data, and this article introduces no external information.

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InfoQ AI/ML/Data Eng

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