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@renovate renovate bot commented Sep 16, 2025

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Mend has cancelled the proposed renaming of the Renovate GitHub app being renamed to mend[bot].

This notice will be removed on 2025-10-07.


This PR contains the following updates:

Package Change Age Adoption Passing Confidence
ai.koog:koog-agents-jvm 0.4.1 -> 0.5.0 age adoption passing confidence

Release Notes

JetBrains/koog (ai.koog:koog-agents-jvm)

v0.5.0

Published 2 Oct 2025

Major Features

  • Full Agent-to-Agent (A2A) Protocol Support:
    • Multiplatform Kotlin A2A SDK: Including server and client with JSON-RPC HTTP support.
    • A2A Agent Feature: seamlessly integrate A2A in your Koog agents
  • Non-Graph API for Strategies: Introduced non-graph API for creating AI Agent strategies as Kotlin extension
    functions with most of Koog's features supported (#​560)
  • Agent Persistence and Checkpointing:
    • Roll back Tool Side-Effects: Add RollbackToolRegistry in the Persistence feature in order to roll back
      tool calls with side effects when checkpointing.
    • State-Machine Persistence / Message History Switch: Support switching between full state-machine persistence
      and message history persistence (#​856)
  • Tool API Improvements:
    • Make ToolDescriptor auto-generated for class-based tools (#​791)
    • Get rid of ToolArgs and ToolResult limitations for Tool<*, *> class (#​791)
  • subgraphWithTask Simplification: Get rid of required finishTool and support tools as functions in
    subgraphWithTask, deduce final step automatically by data class (#​791)
  • AIAgentService Introduced: Make AIAgent state-manageable and single-run explicitly, introduce AIAgentService
    to manage multiple uniform running agents.
  • New components:
    • Add LLM as a Judge component (#​866)
    • Tool Calling loop with Structured Output strategy (#​829)

Improvements

  • Make Koog-based tools exportable via MCP server (KG-388)
  • Add additionalProperties to LLM clients in order to support custom LLM configurations (#​836)
  • Allow adjusting context window sizes for Ollama dynamically (#​883)
  • Refactor streaming api to support tool calls (#​747)
  • Provide an ability to collect and send a list of nodes and edges out of AIAgentStrategy to the client when running
    an agent (KG-160)
  • Add excludedProperties to inline createJsonStructure too, update KDocs (#​826)
  • Refactor binary attachment handling and introduce Base64 serializer (#​838)
  • In JsonStructuredData.defaultJson instance rename class discriminator
    from #type to kind to align with common practices (#​772, KG-384)
  • Make standard json generator default when creating JsonStructuredData
    (it was basic before) (#​772, KG-384)
  • Add default audio configuration and modalities (#​817)
  • Add GptAudio model in OpenAI client (#​818)
  • Allow re-running of finished agents that have Persistence feature installed (#​828, KG-193)
  • Allow ideomatic node transformations with .transform { ...} lambda function (#​684)
  • Add ability to filter messages for every agent feature (KG-376)
  • Add support for trace-level attributes in Langfuse integration (#​860, KG-427)
  • Keep all system messages when compressing message history of the agent(#​857)
  • Add support for Anthropic's Sonnet 4.5 model in Anthropic/Bedrock providers (#​885)
  • Refactored LLM client auto-configuration in Spring Boot integration, to modular provider-specific classes with
    improved validation and security (#​886)
  • Add LLM Streaming agent events (KG-148)

Bug Fixes

  • Fix broken Anthropic models support via Amazon Bedrock (#​789)
  • Make AIAgentStorageKey in agent storage actually unique by removing data modifier (#​825)
  • Fix rerun for agents with Persistence (#​828, KG-193)
  • Update mcp version to 0.7.2 with fix for Android target (#​835)
  • Do not include an empty system message in Anthropic request (#​887, KG-317)
  • Use maxTokens from params in Google models (#​734)
  • Fix finishReason nullability (#​771)

Deprecations

  • Rename agent interceptors in EventHandler and related feature events (KG-376)
  • Deprecate concurrent unsafe AIAgent.asTool in favor of AIAgentService.createAgentTool (#​873)
  • Rename Persistency to Persistence everywhere (#​896)
  • Add agentId argument to all Persistence methods instead of persistencyId class field (#​904)

Examples

  • Add a basic code-agent example (#​808, KG-227)
  • Add iOS and Web targets for demo-compose-app (#​779, #​780)

v0.4.2

Compare Source

Published 15 Sep 2025

Improvements

  • Make agents‑mcp support KMP targets to run across more platforms (#​756).
  • Add LLM client retry support to Spring Boot auto‑configuration to improve resilience on transient failures (#​748).
  • Add Claude Opus 4.1 model support to Anthropic client to unlock latest reasoning capabilities (#​730).
  • Add Gemini 2.5 Flash Lite model support to Google client to enable lower‑latency, cost‑efficient generations (#​769).
  • Add Java‑compatible non‑streaming Prompt Executor so Java apps can call Koog without
    coroutines (KG-312, #​715).
  • Support excluding properties in JSON Schema generation to fine‑tune structured outputs (#​638).
  • Update AWS SDK to latest compatible version for Bedrock integrations.
  • Introduce Postgres persistence provider to store agent state and artifacts (#​705).
  • Update Kotlin to 2.2.10 in dependency configuration for improved performance and language features (#​764).
  • Refactor executeStreaming to remove suspend for simpler interop and better call sites (#​720).
  • Add Java‑compatible prompt executor (non‑streaming) wiring and polish across
    modules (KG-312, #​715).
  • Decouple FileSystemEntry from FileSystemProvider to simplify testing and enable alternative providers (#​664).

Bug Fixes

  • Add missing tool calling support for Bedrock Nova models so agents can invoke functions when using
    Nova (KG-239).
  • Add Android target support and migrate Android app to Kotlin Multiplatform to widen KMP
    coverage (KG-315, #​728, #​767).
  • Add Spring Boot Java example to jump‑start integration (#​739).
  • Add Java Spring auto‑config fixes: correct property binding and make Koog starter work out of the box (#​698).
  • Fix split package issues in OpenAI LLM clients to avoid classpath/load
    errors (KG-305, #​694).
  • Ensure Anthropic tool schemas include the required "type" field in serialized request bodies to prevent validation
    errors during tool calling (#​582).
  • Fix AbstractOpenAILLMClient to correctly handle plain‑text responses in capabilities flow; add integration tests to
    prevent regressions (#​564).
  • Fix GraalVM native image build failure so projects can compile native binaries again (#​774).
  • Fix usages in OpenAI‑based data model to align with recent API changes (#​688).
  • Fix SpringBootStarters initialization and improve RetryingClient (#​894)

CI and Build

  • Nightly build configuration and dependency submission workflow added (#​695, #​737).

Configuration

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🚦 Automerge: Disabled by config. Please merge this manually once you are satisfied.

Rebasing: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox.

🔕 Ignore: Close this PR and you won't be reminded about this update again.


  • If you want to rebase/retry this PR, check this box

This PR was generated by Mend Renovate. View the repository job log.

@renovate renovate bot force-pushed the renovate/ai.koog-koog-agents-jvm-0.x branch from daca986 to 60cc6ae Compare October 2, 2025 17:10
@renovate renovate bot changed the title chore(deps): update dependency ai.koog:koog-agents-jvm to v0.4.2 chore(deps): update dependency ai.koog:koog-agents-jvm to v0.5.0-rc Oct 2, 2025
@renovate renovate bot force-pushed the renovate/ai.koog-koog-agents-jvm-0.x branch from 60cc6ae to 3c6b53c Compare October 2, 2025 21:34
@renovate renovate bot changed the title chore(deps): update dependency ai.koog:koog-agents-jvm to v0.5.0-rc chore(deps): update dependency ai.koog:koog-agents-jvm to v0.5.0 Oct 2, 2025
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