Agiorcx Architecture
Designed for production‑grade orchestration: modular, observable, and built to scale with complex agent systems.
Architectural Principles
Separation of Concerns
Agiorcx cleanly separates orchestration logic from application business logic. Agent coordination, message routing, and state management live in the orchestration layer.
Declarative Workflows
Teams define workflows through structured declarations—agent roles, communication patterns, tool access policies. Workflows are reviewable, versionable, and testable independently.
Observable by Design
Every agent interaction, tool invocation, and state transition emits structured telemetry. Observability isn't bolted on—it's inherent to the architecture.
Explicit State Boundaries
Long-lived workflow state is isolated from transient agent context. State transitions are trackable, auditable, and can be rolled back or replayed for debugging.
Core Components
Orchestration Engine
Routes messages between agents, enforces policies, manages execution flow, and handles escalation paths.
State Manager
Maintains workflow state, conversation history, and context with versioning and transaction support.
Tool Registry
Catalogs available tools with type schemas, access policies, and rate limiting configuration.
Guardrail Layer
Enforces constraints, validates payloads, enforces timeouts, and triggers fallback behavior.
Telemetry Pipeline
Structured logs, traces, and metrics for every orchestration event with configurable export targets.
Evaluation Hooks
Pre and post-execution hooks for quality checks, validation, and automated evaluation.
Design Philosophy
Agiorcx is not a thin wrapper around LLM APIs. It's a dedicated coordination infrastructure for systems where multiple agents must work together reliably.
The architecture prioritizes explainability over magic. When something goes wrong, teams need to see exactly where coordination failed, what state was involved, and which policies were triggered.
Built for teams that need to ship production systems, not prototypes. Observability, reliability hooks, and explicit state management are first-class concerns, not afterthoughts.