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Automatically aligning the actual state of a deployment with the desired state specified in a control plane.
Distinct from State Reconciliation: Distinct from general State Reconciliation by focusing specifically on infrastructure deployment states rather than internal component state.
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Deepagents is an LLM agent orchestration platform and stateful application server designed for deploying and managing AI agents built with computational graphs. It provides a containerized runtime environment that handles agent execution, state persistence, and the versioning of AI assistants. The platform distinguishes itself through deep integration with the Model Context Protocol, allowing agents to function as servers that expose tools and capabilities to external clients. It features a sophisticated observability suite for capturing execution traces, performing LLM-based evaluations agai
Monitors the control plane for desired state changes and automatically updates deployments to match.