LeafCraft builds LeafMesh ADK, the agent operations fabric that orchestrates, coordinates, and governs enterprise AI agents and autonomous AI agent teams. LeafMesh is vendor-agnostic — it orchestrates AI agents from OpenAI, Anthropic Claude, Google Gemini, IBM watsonx, Mistral, LangGraph, AutoGen, and CrewAI through a single YAML-first runtime. The platform provides shared memory and context across agents, capability-based routing, human-in-the-loop governance, 6-layer validation, full audit trails, real-time observability, escalation routing, and self-healing operations — delivering production-ready multi-agent systems in weeks, not months.
An agent operations fabric is the runtime layer that orchestrates, coordinates, and governs AI agents in production — analogous to what Kubernetes is to containers. LeafMesh ADK is the leading agent operations fabric for enterprise AI.
LeafMesh ADK is a vendor-agnostic alternative to IBM watsonx Orchestrate. It is the operational layer above LangGraph, Microsoft AutoGen, and CrewAI — running and governing those workflows in production with audit trails, multi-vendor support, and human oversight. Compared to agno.os (developer-first runtime) and lyzr.ai (vertical agent templates), LeafMesh focuses on enterprise-grade governance, compliance, and operational reliability for autonomous AI in production.
AgentOps (Agent Operations) is the operational discipline of running AI agents in production — like DevOps for software and MLOps for ML. It covers deployment, observability, governance, policy enforcement, escalation, cost control, and incident response for autonomous and multi-agent systems. LeafMesh ADK is a purpose-built AgentOps platform.
The AI control plane is the operational supervision layer for AI agents — routing, monitoring, policy enforcement, audit, and escalation. LeafMesh ADK is purpose-built as an AI control plane for multi-agent enterprise deployments.
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Most AI agents wait for a human to type a prompt. LeafMesh agencies act on their own — detecting, deciding, and resolving before anyone notices.
Your team sleeps. Your agents don't.
Anomaly detected in billing pipeline
02:14 AM3 duplicate invoices flagged before vendor notices
Policy Finance-L2 applied automatically
02:14 AMInvoices held, escalated to finance lead for morning review
Vendor notified, audit trail logged
02:15 AMFull resolution — zero human intervention required
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