There are no other improvements that I can think of regarding Astro by Astronomer. The advice I would give to others looking into using Astro by Astronomer is that they share good documentation, and on LinkedIn, they have a learning path that you can use; if you are a premium member of LinkedIn, you can complete this learning path. I would rate Astro by Astronomer an eight out of ten.
Arquitecto De Datos at a retailer with 10,001+ employees
Real User
Top 20
Jul 27, 2026
My advice to other professionals who are considering implementing Astro by Astronomer is to first evaluate the tool, check all the documentation, the CLI, and the courses they have available and then test from there if it is the tool they are looking for. I would rate this product a 7 out of 10.
Senior Data Platform Engineer at a retailer with 10,001+ employees
Real User
Top 10
Jul 26, 2026
The accuracy of Astro by Astronomer's AI capabilities is very good, and its reliability is also very good. The advice I would give to others looking into using Astro by Astronomer is that it is a good product with great support and excellent AI integrations, making it suitable for industry scale. I would rate this product as an eight out of ten.
Engenheiro De Dados at a financial services firm with 51-200 employees
Real User
Top 20
Jul 22, 2026
The interview was good and well structured. The questions covered the main aspects of the tool, such as user experience, benefits, improvement points, and business impact. If I could suggest some improvements, I would avoid very similar questions. At times, there was repetition, such as asking if I wanted to add something right after practically every answer. I would give more room for technical examples. Since the audience is in technology, questions about architecture, integrations, implementation challenges, and best practices would generate richer reviews. I would try to reduce administrative questions at the end—name, company, reference, contact—putting them in a form instead of asking all of them by voice. I would allow slightly more natural answers, without interrupting the interviewee between one question and the next. Overall, I found the experience positive, objective, and easy to follow. In the flow, Cosmos unites data and ideas, and simplicity grows. I would rate this experience a nine out of ten.
Consultant at a tech vendor with 10,001+ employees
Real User
Top 20
Jul 10, 2026
Astro by Astronomer is very consistent and reliable 99% of the time, although sometimes it lags. Overall, the reliability has been very good. Once a DAG is configured and tested, the output is consistent because Astro by Astronomer ensures tasks are executed in the correct order and respects dependencies. I would recommend Astro by Astronomer to organizations that already use or are planning to use Apache Airflow for workflow orchestration, especially if they want a managed solution instead of maintaining Airflow themselves. I gave this product a rating of 8 out of 10.
Data & AI Engineer at a retailer with 10,001+ employees
Real User
Top 20
Jul 10, 2026
All the features are readily available and Astro by Astronomer's user interface itself is quite intuitive. All developer problems and engineer problems are addressed by them very quickly. I would rate this review a 7 out of 10.
Data Engineer Customer Analytics at Lastminute.com
Real User
Top 20
Jul 8, 2026
For me, it was how Astro by Astronomer was able to create a deep tree folder structure because when I used to create some DAG with Gemini and with Copilot, they were not able to go deeper on how configuration files could be created and what type of operator they should use. With Astro by Astronomer, it was able to create the right path for every file and also to use the best operator based on the version that I provided. I used to work with Copilot integrating in Visual Studio Code, and I used to work with Gemini as well before using Astro by Astronomer. Also, because in the last month I tried Claude and I love using Claude code integrating with Visual Studio Code. I think that if they developed something very similar that you can integrate into your IDE, it would be a huge jump into the competition with Claude and other AI companies.
If you want a one-stop solution for your orchestration, I think Astro by Astronomer is the best place to look. The overall product experience is quite good. The customer support is good. You should definitely check out Astro by Astronomer. I would rate this solution an 8 out of 10.
Level One Data Analytics Analyst at a insurance company with 1,001-5,000 employees
Real User
Top 5
Jul 7, 2026
I haven't explored the governance and security facet of Astro by Astronomer's AI capabilities thoroughly, so I couldn't speak on it. I don't use the AI component of Astro by Astronomer, so I can't comment on its accuracy and reliability of output. Astro by Astronomer is not deployed by my administration. It is a local instance that I have used. My advice to others looking into using Astro by Astronomer is to follow the tutorial videos and watch the supplemental learning material. It's very useful. I have no additional thoughts about Astro by Astronomer before we wrap up. I gave Astro by Astronomer a rating of eight out of ten.
Data Engineer at a outsourcing company with 201-500 employees
Real User
Top 10
Jul 6, 2026
Astro by Astronomer also has an AI editor, but using all these agents right now does not make any significant impact. It is a nice feature to have but not important. I do not have much experience with Astro by Astronomer's AI capabilities, but regarding governance and security, I think you can easily find these in some other agents, so I am not sure. I find Astro by Astronomer's AI capabilities to be still pretty basic, and for complex tasks, they need work. However, the user has to be very specific about what they need, creating a trade-off between describing exactly what you want and getting exactly what you need. I advise others looking into using Astro by Astronomer to have a POC first. I rated this product 8 out of 10.
Data Engineer at a university with 5,001-10,000 employees
Real User
Jul 5, 2026
Regarding Astro by Astronomer's AI capabilities, I have not used its AI features, but I can use it and make sure it works fine. My advice for others looking into using Astro by Astronomer is that it is a really good tool. Everyone can use it and they can try using it first on their personal laptops and then, if they think that it is useful, they can use it in their day-to-day work. I would rate this product as an 8 out of 10.
Manager, Project Development at a tech vendor with 10,001+ employees
Real User
Top 5
Jul 5, 2026
I believe there are definitely many commendable features that work very well, but there are many areas of improvement as mentioned previously. I believe day by day, as those improvements come and are available, this platform will continue to get better and better. Regarding Astro by Astronomer's AI capabilities, I think governance and security are important because I am not using much of the AI capability at this moment due to security and governance concerns. I am very careful about how to use that specific service, and I am trying to learn more. I have many open questions for the Astronomer team to understand that specific area. I believe the accuracy of Astro by Astronomer's AI capabilities is pretty good. In terms of accuracy, depending on the required prompt, a better prompt gives a better result. That helps me get closer to the development target. As accuracy is definitely not 100 percent, I can see developers saying they are getting 70 to 75 percent accuracy, and that is definitely helping with the reliability of the output. My advice to others looking into using Astro by Astronomer is that I would definitely recommend it. I would recommend Astro by Astronomer to organizations that rely heavily on Apache Airflow workflows and want a production-ready managed platform. It is very valuable for medium to large enterprises or data engineering teams that prioritize delivery. Astro by Astronomer is doing a great job. I believe my relationships with this platform will continuously grow as my services grow. I am looking forward to integrating and leveraging the AI service and capability with Astronomer. I would rate this platform a 7 out of 10.
Astro by Astronomer is a cutting-edge data orchestration platform designed to simplify and streamline data workflows. It enhances productivity by transforming complex tasks into manageable processes, offering robust solutions for modern data engineering challenges.Astro by Astronomer empowers users with a comprehensive suite for managing and orchestrating data pipelines. It stands out for its scalable infrastructure and seamless integrations, enabling organizations to efficiently process and...
There are no other improvements that I can think of regarding Astro by Astronomer. The advice I would give to others looking into using Astro by Astronomer is that they share good documentation, and on LinkedIn, they have a learning path that you can use; if you are a premium member of LinkedIn, you can complete this learning path. I would rate Astro by Astronomer an eight out of ten.
My advice to other professionals who are considering implementing Astro by Astronomer is to first evaluate the tool, check all the documentation, the CLI, and the courses they have available and then test from there if it is the tool they are looking for. I would rate this product a 7 out of 10.
The accuracy of Astro by Astronomer's AI capabilities is very good, and its reliability is also very good. The advice I would give to others looking into using Astro by Astronomer is that it is a good product with great support and excellent AI integrations, making it suitable for industry scale. I would rate this product as an eight out of ten.
The interview was good and well structured. The questions covered the main aspects of the tool, such as user experience, benefits, improvement points, and business impact. If I could suggest some improvements, I would avoid very similar questions. At times, there was repetition, such as asking if I wanted to add something right after practically every answer. I would give more room for technical examples. Since the audience is in technology, questions about architecture, integrations, implementation challenges, and best practices would generate richer reviews. I would try to reduce administrative questions at the end—name, company, reference, contact—putting them in a form instead of asking all of them by voice. I would allow slightly more natural answers, without interrupting the interviewee between one question and the next. Overall, I found the experience positive, objective, and easy to follow. In the flow, Cosmos unites data and ideas, and simplicity grows. I would rate this experience a nine out of ten.
Astro by Astronomer is very consistent and reliable 99% of the time, although sometimes it lags. Overall, the reliability has been very good. Once a DAG is configured and tested, the output is consistent because Astro by Astronomer ensures tasks are executed in the correct order and respects dependencies. I would recommend Astro by Astronomer to organizations that already use or are planning to use Apache Airflow for workflow orchestration, especially if they want a managed solution instead of maintaining Airflow themselves. I gave this product a rating of 8 out of 10.
All the features are readily available and Astro by Astronomer's user interface itself is quite intuitive. All developer problems and engineer problems are addressed by them very quickly. I would rate this review a 7 out of 10.
For me, it was how Astro by Astronomer was able to create a deep tree folder structure because when I used to create some DAG with Gemini and with Copilot, they were not able to go deeper on how configuration files could be created and what type of operator they should use. With Astro by Astronomer, it was able to create the right path for every file and also to use the best operator based on the version that I provided. I used to work with Copilot integrating in Visual Studio Code, and I used to work with Gemini as well before using Astro by Astronomer. Also, because in the last month I tried Claude and I love using Claude code integrating with Visual Studio Code. I think that if they developed something very similar that you can integrate into your IDE, it would be a huge jump into the competition with Claude and other AI companies.
If you want a one-stop solution for your orchestration, I think Astro by Astronomer is the best place to look. The overall product experience is quite good. The customer support is good. You should definitely check out Astro by Astronomer. I would rate this solution an 8 out of 10.
I haven't explored the governance and security facet of Astro by Astronomer's AI capabilities thoroughly, so I couldn't speak on it. I don't use the AI component of Astro by Astronomer, so I can't comment on its accuracy and reliability of output. Astro by Astronomer is not deployed by my administration. It is a local instance that I have used. My advice to others looking into using Astro by Astronomer is to follow the tutorial videos and watch the supplemental learning material. It's very useful. I have no additional thoughts about Astro by Astronomer before we wrap up. I gave Astro by Astronomer a rating of eight out of ten.
Astro by Astronomer also has an AI editor, but using all these agents right now does not make any significant impact. It is a nice feature to have but not important. I do not have much experience with Astro by Astronomer's AI capabilities, but regarding governance and security, I think you can easily find these in some other agents, so I am not sure. I find Astro by Astronomer's AI capabilities to be still pretty basic, and for complex tasks, they need work. However, the user has to be very specific about what they need, creating a trade-off between describing exactly what you want and getting exactly what you need. I advise others looking into using Astro by Astronomer to have a POC first. I rated this product 8 out of 10.
Regarding Astro by Astronomer's AI capabilities, I have not used its AI features, but I can use it and make sure it works fine. My advice for others looking into using Astro by Astronomer is that it is a really good tool. Everyone can use it and they can try using it first on their personal laptops and then, if they think that it is useful, they can use it in their day-to-day work. I would rate this product as an 8 out of 10.
I believe there are definitely many commendable features that work very well, but there are many areas of improvement as mentioned previously. I believe day by day, as those improvements come and are available, this platform will continue to get better and better. Regarding Astro by Astronomer's AI capabilities, I think governance and security are important because I am not using much of the AI capability at this moment due to security and governance concerns. I am very careful about how to use that specific service, and I am trying to learn more. I have many open questions for the Astronomer team to understand that specific area. I believe the accuracy of Astro by Astronomer's AI capabilities is pretty good. In terms of accuracy, depending on the required prompt, a better prompt gives a better result. That helps me get closer to the development target. As accuracy is definitely not 100 percent, I can see developers saying they are getting 70 to 75 percent accuracy, and that is definitely helping with the reliability of the output. My advice to others looking into using Astro by Astronomer is that I would definitely recommend it. I would recommend Astro by Astronomer to organizations that rely heavily on Apache Airflow workflows and want a production-ready managed platform. It is very valuable for medium to large enterprises or data engineering teams that prioritize delivery. Astro by Astronomer is doing a great job. I believe my relationships with this platform will continuously grow as my services grow. I am looking forward to integrating and leveraging the AI service and capability with Astronomer. I would rate this platform a 7 out of 10.