hi team &amp; <@UTC9JTKS8> , I want to know the ro...

# koog-agentic-framework

[Hien Nguyen]

hi team & @Vadim Briliantov , I want to know the roadmap for development, direction, and the items that Koog plans to do, like the roadmap at https://kotlinlang.org/docs/roadmap.html . Can you provide that?

[Vadim Briliantov]

Hi! We’ll form more detailed roadmap at the beginning of the next year!

For now, I can mention several directions that we are equally priotitizing:
• External ecosystem integrations
◦ AWS AgentCore (in progress)
◦ Google Agent Engine
◦ Akka Agents (experimental)
• Backend and enterprise
◦ Persistence improvements (ex.: parallel nodes persistence, etc.)
◦ Full Spring.AI integration
◦ Vector Storages (major ones out-of-the-box, and others -- via Spring AI?)
◦ Java API -- in progress / on review https://github.com/JetBrains/koog/pull/1185)
• Advanced strategies development
◦ Planners (LLM-based, GOAP) -- mostly done, see 0.6.0 release notes
▪︎ Recursive tree planner (LLM-based) with parallel/subsequent subtasks in nodes -- not started
• Android on-device & Local agents
◦ Fix erronous Tool Calling of weak small models -- done, see 0.6.0 release notes
▪︎ Also we’re planning to evaluate and improve this further in the next releases together with our ML team.
◦ Support Android models (gemma family) -- in progres
• IDE support and tooling
◦ AI Debugger Support
◦ Koog-specific wizard and experience
• Framework maturity
◦ Refine or unite LLMClient/PromptExecutor API
◦ Implement client-Side load balancing
◦ Model selection API (auto-choosing models based on listed requirements, not by name)
◦ Finalize whole API before 1.0.0-RC
▪︎ Polish pre-defined nodes API
▪︎ Make system prompts update/append more clear
▪︎ add parameter to subgraph , subgraphWithTask , and subtask that would regulate whether history is inherited, is empty, or not
▪︎ Simplify structured requests API and return types
▪︎ Fix whatever is left in reasoning messages (ex: Google-specific issues)
▪︎ Add media types support in simple strategies, and nodes (currently default agents can’t work with or produce images)
▪︎ Support real-time API, image generation API, and cover other gaps
▪︎ …and many more…
• ACP
◦ ACP support in Koog -- mostly done, see 0.6.0 release notes
◦ Wrappers for existing coding and large agents (Claude Agent, Gemini CLI, etc.)
◦ Inherit AIAgent from Node to allow building pipelines around existing agents (see above)
There are few other major directions that I can’t mention yet because they relate to (or are a part of) a bigger picture of upcoming JetBrains products and ecosystem, so what I can say so far is -- stay tuned 🙂

[Vadim Briliantov]

Please let me know if it resonates with your priorities? Also please feel free to share what you would like to see in Koog in the future

[Hien Nguyen]

ok thx @Vadim Briliantov a lot

[Hien Nguyen]

https://kotlinlang.slack.com/archives/C08SLB97W23/p1766933652876139?thread_ts=1766739472.079539&amp;cid=C08SLB97W23 ok, got it. until now everything seem ok

[Sean Wu]

is there plan to add support to skills (like claude skill)?