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Cloudflare Ships Dynamic Workflows, Bringing Durable Execution to Per-Tenant and Per-Agent Code

Cloudflare just shipped durable execution for agents. CI/CD workflows that scale to millions of tenants at near-zero idle cost.

Illustration of independent geometric mechanisms passing paper tasks along branching amber tracks.
AI agents and the coordination of work.AI illustration by KeyNews
The KeyNews take

Why it matters

Cloudflare's Dynamic Workflows removes a critical infrastructure bottleneck for agent platforms and multi-tenant AI applications—enabling per-agent, per-tenant workflow execution without the compute penalty. This matters because deployment cost and latency are now competitive moats in the agent layer.

The key facts

6 to know
  1. Cloudflare Dynamic Workflows released (MIT-licensed library)

  2. Built on Dynamic Workers durable execution engine

  3. Enables per-tenant, per-agent, per-request workflow code at runtime

  4. Serves millions of unique durable workflows at near-zero idle cost

  5. Primary use cases: CI/CD pipeline execution and agent plan execution

  6. Solves multi-tenancy scaling for agent platforms

Go to the source

InfoQ AI/MLinfoq.com

Publisher excerpt: Cloudflare released Dynamic Workflows, an MIT-licensed library that extends its durable execution engine so workflow code can differ per tenant, agent, or request at runtime. Built on Dynamic Workers, the library enables platforms to serve millions of unique durable workflows at near-zero idle…
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