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https://issues.apache.org/jira/browse/CAMEL-23613?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=18085161#comment-18085161
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John Poth commented on CAMEL-23613:
-----------------------------------

Revelant PR to this discussion: https://github.com/apache/camel/pull/23346/

> Explore a shared contract for Camel runtime to enable AI agent and human 
> collaboration
> --------------------------------------------------------------------------------------
>
>                 Key: CAMEL-23613
>                 URL: https://issues.apache.org/jira/browse/CAMEL-23613
>             Project: Camel
>          Issue Type: Improvement
>          Components: camel-core
>    Affects Versions: 4.x
>            Reporter: Otavio Rodolfo Piske
>            Priority: Major
>             Fix For: 4.x
>
>
> During our AI working group discussion, we identified a gap in the developer 
> experience:
> *Context:*
>  * Humans and AI agents currently lack a shared, structured view of a running 
> Camel application.
>  * Humans rely on visual tools (Karavan, Kaoto, TUI, dev consoles), while 
> agents interact through logs, MCP tools, and file system changes — but these 
> views are disconnected. As integration development shifts toward AI-assisted 
> workflows (prompt-first, with visual tools as a display layer), we need a 
> common contract that both humans and agents can consume to understand the 
> state of a Camel application at design time and runtime.
> *Proposal:*
>  # Design a contract (set of APIs / protocol) that exposes Camel runtime 
> state: route topology, endpoint inventory, message flow metrics, error 
> states, REST/OpenAPI specs, and dev console information.
>  # Evaluate the [Agent-Client 
> Protocol|https://agentclientprotocol.com/get-started/introduction] as a 
> potential standard for agent-IDE/tool communication, rather than inventing a 
> custom protocol.
>  # Revisit the existing Camel LSP work to assess whether it can be 
> improved/extended (with AI assistance) to provide protocol-level integration 
> and editing capabilities.
>  # Coordinate with the community to ensure this contract becomes the de-facto 
> way of consuming Camel runtime information
> {*}Goals{*}:
>  * Enable a faster feedback loop where a developer can prompt an agent, the 
> agent modifies a route, a running Camel instance hot-reloads it, and both 
> human and agent can verify the result through the same interface.
>  * Provide a consistent experience across the SDLC — the same contract serves 
> design-time visualization, local development, and production observability.
>  * Start with local-first (single laptop, no cloud dependency) to validate 
> the approach and build field confidence.



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