Architektura agentic AI
Architecture

Common contracts make agents composable

Every agent on the platform speaks the same protocol — how it advertises tools, accepts tasks, handles failure, and emits telemetry — so different agents plug together without glue code.

Protocol stack with versioned layersTransportSchemasToolsGovernance

Without a shared protocol, every agent is bespoke. Adding one means rewriting. AOPs (Agent Operating Protocols) are the contract that keeps the platform composable: any agent that implements them can talk to any orchestrator, tool, or peer.

What the protocol defines

  1. 01

    Tool advertisement

    Agents declare what they can do in a typed schema — so the orchestrator can reason about capabilities without calling the agent.

  2. 02

    Task lifecycle

    Accept, progress, fail, retry, compensate — every stage has a defined event and a durable record.

  3. 03

    Telemetry

    Latency, cost, guardrail outcomes, and tool usage are emitted in a standard shape for any observability backend.

Capabilities

Bring-your-own agent

Any framework that implements the protocol plugs in. LangGraph, CrewAI, or your in-house stack — same treatment.

Peer-to-peer negotiation

Agents discover each other and delegate without hand-coded wiring.

Backwards compatibility

Protocol versions are explicit. Older agents keep working while the platform advances.

Portable definitions

Agent definitions are serializable and portable — move them between tenants or environments without rewrites.

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