Open-source developer platform and workflow engine
Compose them as workflows or data pipelines.
Build complex, data-intensive apps with ease.
Write and deploy software 10x faster, and run it with the highest reliability and observability on the fastest self-hostable job orchestrator.
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Give your scripts Superpowers
Make your scripts production grade and build all of your internal tools with Python, TypeScript, Go, PHP, Rust, Bash, C#, SQL.
Compose your scripts as workflows using low-code.
Share an autogenerated UI or build one using low-code. Run it reliably at scale on your infra or ours, with permissioning and monitoring included. Fully open-source and easy to deploy on small and large infra. Any dependency with zero-config.
Scripts | Windmill
1from wmill import task
2
3import pandas as pd
4import numpy as np
5
6@task()
7# You can specify tag to run the task on a specific type of worker, e.g. @task(tag="custom_tag")
8def heavy_compute(n: int):
9 df = pd.DataFrame(np.random.randn(100, 4), columns=list('ABCD'))
10 return df.sum().sum()
11
12
13@task
14def send_result(res: int, email: str):
15 # logs of the subtask are available in the main task logs
16 print(f"Sending result {res} to {email}")
17 return "OK"
18
19def main(n: int):
20 l = []
21
22 # to run things in parallel, simply use multiprocessing Pool map instead: https://docs.python.org/3/library/multiprocessing.html
23 for i in range(n):
24 l.append(heavy_compute(i))
25 print(l)
26 return send_result(sum(l), "[email protected]")
27
- Open-source
State of the art tech stack that you can read and contribute to.
- Easy to self-host
Easy to self-host and deploy on bare EC2 instances, kubernetes and even fargate.
- Audit logs
See all past executions, and find the root cause of mishaps quickly.
- RBAC
Define visibility, edit rights and executability for your scripts, resources, schedules, etc, using groups, folders and user-level granular permissioning.
- Scalable
Our workers are horizontally scalable, we scale from 0 to infinity to power all your internal services.
- Air-gapped
It only require a connection to the internet if you use Hub scripts, otherwise it’s air-gapped and autonomous.
Testimonials
Entreprise software that developers love.Windmill quickly became crucial at Photoroom. We self-hosted Windmill Enterprise Edition to run a large number of internal scripts and business-critical automations. Windmill made chatops and iterations over scripts incredibly easy. It proved very reliable for running and monitoring workloads at scale. On top of that, their support is incredibly fast.
At Pave, we self-host Windmill Enterprise Edition to run 100+ scripts and 15+ crons. Our Windmill deployment interacts with half a dozen data stores to power all kinds of business-critical tasks and automations across several teams. It enables our engineering org to move quickly while keeping things secure and avoiding infrastructure sprawl. We expect to continue moving more workloads into Windmill over time, simplifying our systems in the process.
The Windmill team are also great partners to work with - incredibly responsive, and have developed new capabilities to support our usage patterns, enabling our Windmill scripts to more seamlessly tie into the rest of our codebase.
Bloom Credit uses Windmill to automate back office and support tasks, and orchestrate their ELT process. It is rapidly becoming a foundational technology in our SaaS control plane. The Windmill team have been great partners; they are responsive to support inquiries and new feature requests and are truly invested in our success with the platform.
At Investing.com, we use Windmill to orchestrate our AI workflows. The quick setup through Docker Compose and intuitive UI allowed us to get started immediately. We leverage Windmill for various automation tasks including content processing pipelines, automated stock analysis report generation, and ETL processes. The excellent support response time (15-30 minutes) and comprehensive logging capabilities make it an integral part of our infrastructure.
Windmill has been able to cover all of our needs in terms of ETL & workflow orchestration and observability. We use Windmill to manage entirely our playground and complex billing engine. They made it simple to build, schedule, and monitor script & flows. The platform offers a clear DX for code editing, permission management and error handling.
Currently, we employ 9 apps, 20 flows, and 63 scripts in our daily operations. They all serve as the foundation for essential tasks, allowing users to independently manage their activities according to their specific needs.
I've used Retool, Argo, Airflow, etc., and nothing comes close to Windmill. It's coherent and expertly designed for developers to interface with non-technical staff. It lets our small team move super fast and cover a huge surface area in a way that's maintainable, observable, and debuggable.
The responsiveness and speed of the Windmill team is also unheard of among SaaS providers. Feature requests have often been implemented within a day or week, and the one or two minor bug reports we've had have always been fixed within the day or even a few hours. Tthe team has treated us as partners and co-designers, and listened to our use cases and thought with us about the best way to approach a problem.
We now have 10+ apps, 15+ complex syncing schedules, and 75+ individual custom scripts and actions powered syncs between 7 different systems in daily use by dozens of organizers, and our use is expanding daily. Without Windmill, attempting this level of sophistication for a technical team of our size would not have been possible.
Build endpoints, workflows & ETLs, UIs with code only where it matters
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