Durable execution
for agents and workflows
Add reliability and automatic recovery to your apps, workflows and agents. No rewrites or new frameworks. Run it in the cloud or on-prem. Full support for LangGraph, CrewAI, PydanticAI, Google ADK, AWS Strands, OpenAI Agents, Microsoft Agent Framework, Spring AI, Mastra, and more.See Diagrid in action.
Watch an agent or workflow recover from failure
Works with 12+ agent frameworks — and any app, see our interactive demo.
Choose your deployment model
Keep your data where it's compliant and secure. Diagrid runs as a managed cloud service, inside your own cloud account, or fully air-gapped with no internet access.
Diagrid Cloud
Fully managed. Nothing to operate.
Dedicated Cluster
Data plane in your VPC, control plane managed by Diagrid.
Bring Your Own Cloud
Data stays in your cloud and never leaves your network.
On-premises or air-gapped
Your own Kubernetes clusters, with external connectivity or with none at all.
Audit and prove every step
Every agent and workflow leaves a cryptographically signed audit trail. Logs tell you what a system reported. Attestation tells you what actually happened.
For regulated workloads
Reconstruct any agent run for an auditor, a regulator, or a post-incident review — without asking anyone to trust the logs.
Make any agent framework durable and verifiable
An import and a single line of code is all you need.
Bring your own framework
Durable execution, from the teams running it
“What stood out was how quickly we went from an idea to agents our team could trust. Dapr and Catalyst let our developers work in a model they already knew, and we kept full visibility into what every agent was doing — right down to running inference on our own infrastructure so nothing left the site. We proved we could take real supervisory decisions and put them in front of an agent, without losing control or clarity.”
Camunda
Temporal
Orkes
Inngest
Restate
Get one flat price, whatever your volume
Per-action pricing punishes success. Every retry, every timer, every step your app takes shows up on the invoice, and the bill climbs as usage grows. Diagrid charges a flat fee per workflow. Run a million steps or ten million and the number at the bottom does not move.
Flat fee against transaction pricing
A predictable line item that stays flat while your agents scale from thousands of runs to millions. Diagrid is the best durable execution choice for Kubernetes, with our BYOC and Enterprise Server offerings.
See Diagrid in action
A two-minute tour of durable execution, verifiable runs, and deploy-anywhere control — across the apps and agents you already built.
Agentic workflow patterns and use cases
The same runtime primitives — durable state, retries, signals, timers — compose into the workflow patterns teams actually ship.
AI agent orchestration
Coordinate multi-step and multi-agent runs where every LLM call, tool call, and memory write is a durable, resumable step.
Human-in-the-loop AI
Pause a workflow for approval for minutes or months — no held connections, no lost context, resume exactly where it stopped.
Long-running workflows
Processes that outlive any single container: onboarding sequences, renewals, multi-day pipelines, scheduled follow-ups.
Saga pattern & compensation
Chain transactions across services with automatic compensating actions when a downstream step fails.
Data & model pipelines
Checkpoint expensive batch and training steps so a failure at hour nine doesn't restart hour one.
Order fulfillment
Inventory, payment, shipping, and notification as one durable workflow with retries and full audit history.
