
SpareBank 1, an alliance of Norwegian banks, built a shared data platform on Prefect. Member banks run their own pipelines with execution inside their own AWS.

Kepler builds verifiable financial intelligence where every figure traces back to a source document. See how moving ingestion and processing onto Prefect took pipeline changes from one to two weeks down to one to two days, cut orchestration maintenance to near zero, and now runs roughly 170,000 flow runs a week.

FastMCP 4 shipped on the stateless protocol, so we ran a live session on the question underneath it: how to build an MCP server worth shipping. Curation over 1:1 mapping, measured token bloat, middleware, code mode, plugins, evals, and deployment.

FastMCP 4 shipped on the stateless protocol, so we ran a live session on the question underneath it: how to build an MCP server worth shipping. Curation over 1:1 mapping, measured token bloat, middleware, code mode, plugins, evals, and deployment.

FastMCP 4 is stable and generally available, with support for the new MCP 2026-07-28 protocol: stateless requests, interactive tools, background tasks, extensions, and more. Old clients keep working.

Auth is the part of MCP people complain about most. We work through the difference between authentication and authorization, why local servers never needed either, and how MCP's auth story went from miserable to workable.

An agentic security questionnaire workflow on Prefect Cloud with full observability, a self-improving knowledge base, and human review built in.

Prefect's approach to durable execution decouples results from workflow identity, enabling cross-workflow caching and exactly-once semantics through composable primitives.


At Prefect, we trigger dbt the moment Fivetran syncs finish—no cron, no waiting. Here's how to wire it up with Fivetran webhooks and Prefect events.

From PowerPoint to Python: How FastMCP replaces traditional knowledge work tools with composable, version-controlled workflows for data engineers.

How we migrated from a CMS to agent-native content operations: 25M tokens, 290 commits, and a category change in how fast we can ship.
Regulated industry engineers: Learn how Prefect's patented, two-component hybrid architecture isolates your code and data to meet strict FedRAMP, HIPAA, and PCI-DSS compliance. Discover the three deployment options (Hybrid, PrivateLink, Customer-Managed) that solve for every requirement—without compromising control.