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flex and amazing tool
What do you like best about the product?
flex
name of running
monitoring eazyly
name of running
monitoring eazyly
What do you dislike about the product?
visibility must be improve
logs and alerts should be combined in one email
logs and alerts should be combined in one email
What problems is the product solving and how is that benefiting you?
running jobs and processes
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Prefect: My User Experience
What do you like best about the product?
The most valuable aspect of Prefect is its ability to create task chains that execute sequentially and only if the previous ones are successful. Prefect is the first orchestrator I have used, and I am really enjoying it.
What do you dislike about the product?
The least useful aspect of Prefect in my opinion is the creation of additional execution queues in the worker pools, as I personally rarely use it and don't see many use cases for it. However, this is my subjective experience.
What problems is the product solving and how is that benefiting you?
Prefect helps us manage all work processes from one place, which is very convenient. It also allows us to receive execution status updates, ensuring that we always know whether everything has been successfully completed or if any failures occurred.
Great improve on Prefect v2
What do you like best about the product?
The design and facility on use. The logging is very useful
What do you dislike about the product?
Several changes on v2 and documentation isn't so clear
What problems is the product solving and how is that benefiting you?
Monitoring the machine learning models
Helps Bridge The Gap Between On-Prem Legacy Systems And Modern Cloud-Based Systems
What do you like best about the product?
The hybrid architecture is game-changing for our business. Being able to schedule scripts in the cloud that are version controlled in GitHub and execute them on a virtual machine either on-prem or in the cloud is a huge benefit.
What do you dislike about the product?
It takes some time to get up to speed. It can be intimidating getting started because it's so flexible and you're really only limited by your imagination. Documentation is pretty solid and they regularly post content on YouTube.
What problems is the product solving and how is that benefiting you?
It's helping us bridge the gap between on-prem legacy systems and modern cloud-based systems. It's allowed us to automate the routine tasks between those systems and saves us time and helps reduce errors.
Lightweight and powerful
What do you like best about the product?
Coming from airflow background, Prefect is very lightweight and easy to start up and test things locally. UI is nice and intuitive but can be a bit buggy at times. Community is pretty active and helpful.
What do you dislike about the product?
Some parts of documentation are quite lacking especially the deployments section. There are only a very few examples given and primarily centered around docker and mac/linux machines.
Had difficulties setting up deployment with Prefect using windows machines and without containers. Got little to no help through documentation and community in general. But some prefect community engineers came through and helped out.
Had difficulties setting up deployment with Prefect using windows machines and without containers. Got little to no help through documentation and community in general. But some prefect community engineers came through and helped out.
What problems is the product solving and how is that benefiting you?
Replacing a legacy orchestrator/integration tool.
MY PREFECT REVIEW
What do you like best about the product?
Prefect is Python based. The turnaround for scripts and ETLs is fast and allows our team to add and configure new flows quickly and effectively. Its made me into a hero.
What do you dislike about the product?
When I first started I really had to search out the best practices for setting up my environment. The way I landed it was through example repos that I sought out on Github. When I found a solution I tipped the poster.
What problems is the product solving and how is that benefiting you?
ETL flows, and Reporting Automation. Prefect acts an outside observer of a web app that can aggregate data, monitor it and send reports.
Scaling and Streamling Workflows with Prefect !
What do you like best about the product?
Prefect was the perfect orchestration tool to migrate when our airflow environment failed to be scalable and manageable. Prefect provided the flexibility to choose code storage, runners and executors. The cherry on top was the ability to handle multi-tenancy, which simplified the workflows and reduced the development time.
Prefect coupled with kubernetes provided the ability to scale without any reliability issues. For example - One of the workflow on airflow used to take 3 to 4 days to complete ( one year backfill ), but with Prefect we could execute the same workflow in 20 minutes.
Prefect has significantly reduced the operational expense of maintaining the orchestration environment.
Prefect coupled with kubernetes provided the ability to scale without any reliability issues. For example - One of the workflow on airflow used to take 3 to 4 days to complete ( one year backfill ), but with Prefect we could execute the same workflow in 20 minutes.
Prefect has significantly reduced the operational expense of maintaining the orchestration environment.
What do you dislike about the product?
Prefect 1.0 lacked some needed features, but Prefect 2.0 has coved that requirement. So we haven't found any significant downside to using Prefect.
What problems is the product solving and how is that benefiting you?
Workflow orchestration, multi-tenancy
Prefect is Perfectly in progress
What do you like best about the product?
They have made some things I did not like about orchestrators easy. I like the prebuilt flows and infrastructure blocks like git, docker, and ECS. I was able to get a docker container deployed locally super fast.
What do you dislike about the product?
Some of the documentation is challenging. There are not many resources to know exactly what you are doing. Someone like me who knows some tech but isn't a devops or engineer needs extra help to get some of these "easy to use" systems in place. Don't get me wrong, this is fantastic tech but is hard to grasp sometimes to get things up and running.
What problems is the product solving and how is that benefiting you?
We need to link data ETL runs from many different services where we want them to be run sequentially upon the success of a previous job run. We also want to run some automated python jobs within containers on virtual machines and the deployment is easy with Prefect.
Streamlining Workflows with Prefect: A Comprehensive and User-Friendly Orchestration Solution
What do you like best about the product?
Prefect is a powerful and versatile workflow orchestration tool that has completely transformed the way we manage and automate our processes. This comprehensive and user-friendly solution has quickly become an essential tool in our workflow management arsenal.
What we like best about Prefect is its flexibility and ease of use. It is incredibly straightforward to set up and start using, even for those without much technical experience. Prefect provides a simple yet effective interface for defining, executing, and monitoring workflows, making it ideal for both small and large organizations.
The most helpful aspect of Prefect is its ability to handle complex workflows with ease. With its ability to handle tasks, dependencies, and data flow, Prefect streamlines the entire process of workflow management. It makes it simple to keep track of the progress of each task and to quickly identify any issues or roadblocks.
Another upside of using Prefect is its scalability. It can be easily scaled to handle even the largest and most complex workflows, making it an ideal solution for organizations with a high volume of tasks and data to manage. Furthermore, Prefect integrates seamlessly with a wide range of tools and technologies, providing even greater flexibility and versatility.
What we like best about Prefect is its flexibility and ease of use. It is incredibly straightforward to set up and start using, even for those without much technical experience. Prefect provides a simple yet effective interface for defining, executing, and monitoring workflows, making it ideal for both small and large organizations.
The most helpful aspect of Prefect is its ability to handle complex workflows with ease. With its ability to handle tasks, dependencies, and data flow, Prefect streamlines the entire process of workflow management. It makes it simple to keep track of the progress of each task and to quickly identify any issues or roadblocks.
Another upside of using Prefect is its scalability. It can be easily scaled to handle even the largest and most complex workflows, making it an ideal solution for organizations with a high volume of tasks and data to manage. Furthermore, Prefect integrates seamlessly with a wide range of tools and technologies, providing even greater flexibility and versatility.
What do you dislike about the product?
To be honest, we have not found any significant downsides to using Prefect. However, as with any tool, there is always room for improvement. One minor aspect that we have noticed is that the documentation can be a bit challenging to navigate at times, making it harder to find specific information. However, the Prefect community and support team are very active and helpful, so this has not been a major issue for us.
Overall, our experience with Prefect has been overwhelmingly positive, and we continue to find new and innovative ways to utilize this powerful tool to streamline our workflows. We highly recommend Prefect to anyone looking for a comprehensive and user-friendly orchestration solution.
Overall, our experience with Prefect has been overwhelmingly positive, and we continue to find new and innovative ways to utilize this powerful tool to streamline our workflows. We highly recommend Prefect to anyone looking for a comprehensive and user-friendly orchestration solution.
What problems is the product solving and how is that benefiting you?
Prefect is solving the problem of managing complex workflows in an efficient and streamlined manner. This is benefiting us by allowing us to automate and standardize our processes, which has led to significant time and resource savings.
Prefect is helping us solve several business problems. Firstly, it enables us to easily monitor and track the progress of tasks, dependencies, and data flow, which helps to identify and resolve any issues or roadblocks quickly. This has led to increased productivity and a more streamlined workflow process.
Additionally, Prefect's scalability and integration capabilities allow us to handle even the largest and most complex workflows with ease. This has made it possible for us to take on more tasks and data without sacrificing quality or efficiency.
Furthermore, Prefect's intuitive and user-friendly interface makes it easy for our team to work together, even when handling complex workflows. This has improved collaboration and teamwork across the organization.
In summary, Prefect is solving the problem of managing complex workflows and is benefiting us by enabling us to automate and standardize our processes, handle larger volumes of tasks and data, and improve collaboration and teamwork. It has become an essential tool for us, and we highly recommend it to anyone looking to streamline their workflow management.
Prefect is helping us solve several business problems. Firstly, it enables us to easily monitor and track the progress of tasks, dependencies, and data flow, which helps to identify and resolve any issues or roadblocks quickly. This has led to increased productivity and a more streamlined workflow process.
Additionally, Prefect's scalability and integration capabilities allow us to handle even the largest and most complex workflows with ease. This has made it possible for us to take on more tasks and data without sacrificing quality or efficiency.
Furthermore, Prefect's intuitive and user-friendly interface makes it easy for our team to work together, even when handling complex workflows. This has improved collaboration and teamwork across the organization.
In summary, Prefect is solving the problem of managing complex workflows and is benefiting us by enabling us to automate and standardize our processes, handle larger volumes of tasks and data, and improve collaboration and teamwork. It has become an essential tool for us, and we highly recommend it to anyone looking to streamline their workflow management.
Prefect is perfect
What do you like best about the product?
The benefit is that with this tool the business area can start the python script by themselves. The Prefect Core allowed optimization of the control flows.
What do you dislike about the product?
It doesn't work well in other languages.
What problems is the product solving and how is that benefiting you?
The benefit is that with this tool the business area can start the python script by themselves. The Prefect Core allowed optimization of the control flows.
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