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Prefect Blog

What even is an MCP gateway?
June 10, 2026

What even is an MCP gateway?

MCP gateway, registry, interceptor: the vocabulary is new and not everyone agrees on what the words mean. We go back to school on what a gateway actually is, why MCP needs one, and how it differs from an API gateway.

How Seven.One Entertainment Orchestrates Data Pipelines with Prefect
June 3, 2026

How Seven.One Entertainment Orchestrates Data Pipelines with Prefect

How Seven.One Entertainment (ProSiebenSat.1) orchestrates roughly 70 data pipelines from source to insight with Prefect, connecting Snowflake, dbt, and AWS across extraction, transformation, quality testing, and distribution.

How Barstool Sports Scaled Media Data Operations with Prefect
May 26, 2026

How Barstool Sports Scaled Media Data Operations with Prefect

How Barstool Sports replaced unreliable TypeScript Lambdas with Prefect to orchestrate media data across podcasts, e-commerce, and social media.

Latest in MCP

What even is an MCP gateway?
June 10, 2026

What even is an MCP gateway?

MCP gateway, registry, interceptor: the vocabulary is new and not everyone agrees on what the words mean. We go back to school on what a gateway actually is, why MCP needs one, and how it differs from an API gateway.

How to Govern MCP Without Breaking Your Stack
May 5, 2026

How to Govern MCP Without Breaking Your Stack

How you can govern MCP servers (homegrown, vendor, and remix) through a single control plane that plugs into the IDP and compliance posture that already exists.

The Architecture of Agency: A Playbook for Enterprise MCP
April 16, 2026

The Architecture of Agency: A Playbook for Enterprise MCP

Six architectural patterns the teams shipping production MCP have converged on: context vs. capability, progressive disclosure, code execution, compound actions, identity-aware gateways, and centralized registries.

Latest in Engineering

Dagster vs Prefect: Self-Serve Plans Compared
April 14, 2026

Dagster vs Prefect: Self-Serve Plans Compared

A side-by-side comparison of Dagster+ and Prefect Cloud self-serve plans: what you get, what it costs, and how the two platforms differ for small teams and solo practitioners.

Running Agentic Security Questionnaires with Prefect Cloud
March 25, 2026

Running Agentic Security Questionnaires with Prefect Cloud

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

Decomposed Durability for Data Workflows

Latest in Tutorials

Building a Knowledge Work Stack with FastMCP
October 21, 2025

Building a Knowledge Work Stack with FastMCP

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

Why Highly Regulated Organizations Choose Prefect Cloud
September 29, 2025

Why Highly Regulated Organizations Choose Prefect Cloud

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.

December 15, 2025

Decomposed Durability for Data Workflows

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

Real-Time Workflows with Debezium and Prefect
August 14, 2025

Real-Time Workflows with Debezium and Prefect

Learn how to modernize legacy systems with real-time event-driven workflows using Prefect and Debezium Change Data Capture (CDC). This comprehensive guide shows you how to transform database changes into instant automated workflows without rewriting existing applications. Includes complete Docker setup, PostgreSQL configuration, and webhook integration examples for building modern data pipelines from legacy infrastructure.