Powerful Features forAgent Orchestration

    Everything you need to register, test, run, and monitor AI agents at scale. Built for developers who demand reliability, performance, and complete control.

    Agent Registration

    Import MCPs via code, API, Swagger or manual form. Extract IDs, schemas, and tooling automatically with intelligent dependency resolution.

    Simulation & Compile

    Pre-flight dependency analysis, schema linting, and dry-run validation. Catch errors before deployment with comprehensive testing frameworks.

    Runtime API

    Programmatic triggers, pause/resume, controlled looping, parallel and nested runs. Full control over agent execution with real-time monitoring.

    Context Management

    Redis-backed context snapshots with run_id/parent_run_id tracking. Real-time updates with persistent state management across runs.

    Flow Management

    Type-safe JSON handoffs, schema-driven branching, LLM-powered decision fallbacks. Build complex workflows with confidence and reliability.

    Logging & Tracing

    OpenTelemetry/Jaeger integration, structured logs, run-level and node-level drilldowns. Complete visibility into agent behavior and performance.

    Post-Run Analytics

    Performance dashboards, pattern mining, cost optimization recommendations. Turn execution data into actionable insights for improvement.

    Security & Multi-Tenancy

    Per-key OAuth, SLIs/SLOs, circuit breakers, tenant isolation. Enterprise-grade security with comprehensive access controls and monitoring.

    Versioning & Rollback

    Immutable workflows, side-by-side execution, deterministic replay. Safely manage updates and rollbacks with complete version history.

    Data Handling

    Pydantic/JSON Schema validation, encrypted transports, large payload references. Secure and efficient data processing at any scale.

    Ready to explore the full API?

    Dive into our comprehensive documentation and start building with AgentRuntime today.