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Prefect @prefect.io · 27/05/2026

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Hey Aaron! What makes you say that?

Prefect @prefect.io · 27/05/2026

Founder + CEO of Prefect. Creator of FastMCP (25k stars on GitHub). Father of four. Jeremiah Lowin @jlowin.dev also ships more code than most full time engineers. Radhika took him on a walk to ask HOW? Episode 4 of our walk-and-talks with the team building Prefect. www.youtube.com/watch?v=Axqu...

Jeremiah Lowin runs 5 Claudes at once. Here's the system behind it.

Prefect @prefect.io · 21/05/2026

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New headshots from the Prefect team, dropping today. Scientists call it the Pre-effect: a glow-up that kicks in once you join. Cause: immediate exposure to workflow automation. Effect? Undeniable.

Three days of feature releases starting May 12. Headliners: Infrastructure Decorators and the Prefect dbt Orchestrator, plus features built for scale for data engineers and platform teams.

Only @ Prefect: Docs & Swag: www.prefect.io/launch Blog: www.prefect.io/blog/two-mil... Launch video: youtu.be/hM1JdlpOLfQ Install the CLI: www.prefect.io/launch#insta...

prefect.io

Launch Week

BUT WAIT, THERE'S MORE! Claim a free hat while supplies last. Limited edition run, going fast. Visit the launch site below to claim yours. ☟ 𝘚𝘦𝘭𝘦𝘤𝘵 𝘧𝘦𝘢𝘵𝘶𝘳𝘦𝘴 𝘢𝘷𝘢𝘪𝘭𝘢𝘣𝘭𝘦 𝘪𝘯 𝘰𝘱𝘦𝘯 𝘴𝘰𝘶𝘳𝘤𝘦. 𝘔𝘢𝘺 𝘤𝘢𝘶𝘴𝘦 𝘴𝘶𝘥𝘥𝘦𝘯 𝘶𝘳𝘨𝘦𝘴 𝘵𝘰 𝘥𝘦𝘭𝘦𝘵𝘦 𝘺𝘰𝘶𝘳 𝘰𝘭𝘥 𝘰𝘳𝘤𝘩𝘦𝘴𝘵𝘳𝘢𝘵𝘰𝘳. 𝘚𝘰𝘮𝘦 𝘧𝘦𝘢𝘵𝘶𝘳𝘦𝘴 𝘪𝘯 𝘰𝘱𝘦𝘯 𝘣𝘦𝘵𝘢. 𝘓𝘢𝘴𝘵 𝘥𝘢𝘺 𝘰𝘧 𝘭𝘢𝘶𝘯𝘤𝘩 𝘸𝘦𝘦𝘬.

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Some of the hits include: - Managed Automations (no more zombie runs) - Config Plugins (pip-install your environment) - Workspace Personalization (only see what's yours) - Infrastructure Debugging (see OOMs in the UI) - Assets Explorer (look up an asset and its history) - ...and 6 more

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NOW That's What I Call Orchestration! 💿 Introducing the Prefect Launch Collection. 11 new Prefect features, all available now. www.youtube.com/watch?v=hM1J...

The Prefect Launch Collection: 11 Greatest Hits

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Only @ Prefect Docs: docs.prefect.io/integrations... Blog: www.prefect.io/blog/dbt-orc... Launch video: www.youtube.com/watch?v=u56d... Launch Schedule: www.prefect.io/launch Install the CLI: www.prefect.io/launch#insta...

Stop running the same SQL twice — Prefect dbt Orchestrator

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Watch how to: - plan the DAG into parallel waves for faster execution - retry individual nodes so one failure doesn't stop runs - use persistent caching to skip work and save compute

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We are taking the wheel... of your dbt DAG. In the demo below, see how the new Prefect dbt Orchestrator reads your project and runs it model-by-model. Demo and resources in the 🧵 www.youtube.com/watch?v=zH9l...

When a dbt model fails, stop restarting from the beginning (Prefect dbt Orchestrator demo)

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Open beta today. Docs: docs.prefect.io/integrations... Blog: www.prefect.io/blog/dbt-orc... Launch Schedule: www.prefect.io/launch Install the CLI: www.prefect.io/launch#insta... Launch video: www.youtube.com/watch?v=u56d... Launch demo: www.youtube.com/watch?v=zH9l...

PrefectDbtOrchestrator - Prefect

Per-node and per-wave dbt orchestration with retries, caching, and asset lineage

4. dbt inherits Prefect’s orchestration primitives The same caching, retries, alerting, and visibility you use for Prefect flows now apply to dbt workloads.

3. Parallel execution without the overhead Prefect executes independent nodes concurrently instead of treating dbt build as one giant batch job.

2. The DAG keeps moving when a model fails A staging model fails. Prefect retries that node without restarting the entire build. Other branches keep running.

1. Stop running the same SQL twice Each node’s SQL, config, macros, and upstream dependencies are hashed. If nothing changed, Prefect skips the node.

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Friends don't let friends re-run unchanged SQL. It’s Day 2 of launch week and today we're launching the Prefect dbt Orchestrator. Every model, seed, test, and snapshot runs as a Prefect task. Caching, per-node retries, and the same alerting your other Prefect work uses.

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Learn about our Infrastructure Decorators launch: Docs: docs.prefect.io/v3/advanced/... Blog: www.prefect.io/blog/infrast... Launch Schedule: www.prefect.io/launch Install the CLI: www.prefect.io/launch#insta... Launch video: www.youtube.com/watch?v=zuJe...

How to submit flows directly to dynamic infrastructure - Prefect

Submit flows directly to different infrastructure types without a deployment

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Does running a Python function on Kubernetes just by adding @kubernetes on top of it sound too good to be true? Not to worry, we have a demo. Infrastructure Decorator resources in the 🧵 www.youtube.com/watch?v=Xyv8...

Run any Python flow on any infrastructure — just add a decorator

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How to submit flows directly to dynamic infrastructure - Prefect

Submit flows directly to different infrastructure types without a deployment

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By stripping away opinionated frameworks and letting the team define their own patterns, Ramp has collapsed the dev cycle. The result: Any user can go from a prototype to production in 30 minutes or less. ⏱️

The platform team’s new mission? Build the "rails" so everyone can self-serve. Infrastructure Decorators are a core part of those rails. As Ryne puts it: "It bridges the gap between development and production code running remotely... and unlocks extra compute."

With the rise of coding agents, the platform is now a shared space for teams across the company. Since AI is writing the bulk of the logic, the bottleneck has shifted from "writing code" to "orchestrating it."

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At Ramp, everyone is a builder. The pace is relentless: They’ve had more commits in the past six months than in their entire history before that. But it’s not just engineers shipping anymore.

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"Ramp moves fast. We need partners who do the same." Ryne Carbone and the team at Ramp moved 200 flows from Metaflow to Prefect in just 90 days. By the end of the quarter, they were managing 350+ flows with 70 active contributors. 🚀 www.youtube.com/watch?v=c0Jg...

Ramp's ML team moved 200 flows off Metaflow in 90 days

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Available on every Prefect tier today. Docs: docs.prefect.io/v3/advanced/... Blog: www.prefect.io/blog/infrast... Demo: www.youtube.com/watch?v=Xyv8... Install the CLI: www.prefect.io/launch#insta... Launch video: www.youtube.com/watch?v=zuJe...

How to submit flows directly to dynamic infrastructure - Prefect

Submit flows directly to different infrastructure types without a deployment

Operators stay in control Decorators route through your existing work pools, so templates, RBAC, and restrictions still apply.

Right-size at runtime Override job variables at the call site so a 200MB file gets a 2GB pod and an 8GB file gets 16GB.

Mix n’ match compute in one workflow Mix CPU preprocessing and GPU training in the same pipeline without splitting it across deployments.