Astro by Astronomer vs. PagerDuty

Astronomer is well suited for workflow and dependency management for enterprise-level data lakes. It is not a product for data processing though. Different source systems can be integrated, it also provides powerful interfaces for alerting and monitoring. Easy to build DAGs, graphical UI, API support makes the product more user-friendly as well. Astronomer also does a great job on user training.

Incentivized

It's the most effective when you need to alert someone specifically or a team. It sends notifications everywhere, like email, phone, and SMS, ensuring critical issues are never missed. The feature, like the event orchestrator, allows us to set logic-based rules that automatically suppress non-emergency alerts.

Incentivized

• Workflow management
• Wide availability of plugins
• Dependency management on upstream

Incentivized

• Alerting notifications is its best attribute; it will continue to make contact until the alert is acknowledged by a user.
• The calendar view provides valuable information regarding who is on call by the team and their full contact information.
• The application also lets you initiate a tech bridge meeting instantly and notifies all on-call users.

Incentivized

• More language agnostic
• Flexible fork and join capabilities
• Near real time UI updates in case of deployment of enhanced DAGs

Incentivized

• When I open PagerDuty the page does look a little cluttered or busy.
• It would be nice to go to the page with clear and straightforward instructions on what I must address.
• Ability to change the color background.
• Add a timer and alarms for tasks that need completed.

Incentivized

They have been rock solid for us thus far and are not very expensive and to be honest no time to evaluate other software at this point.

Incentivized

The UI is more complex than I would like. Part of the challenge is that most users use PagerDuty infrequently; I don't remember how I changed a policy last time. Another part of the challenge is that some users expect alerting to be a trivial feature, and are reluctant to invest any time in reading the documentation.

Incentivized

PagerDuty is reliable and easy to set up. It gives an effective way to notify the team about critical incidents which results in a faster turnaround time on issues. users can customize their alerts rules based on their preferences. Overall it's effective and easy to use which adds great business value.

Incentivized

When I setup notifications to PD thru the Python API I was impressed with the ease with which I could set up the software/service.

Incentivized

Astronomer is a fast, secure, scalable workload management solution. It provides world-class user training along with easy to interact support.

Incentivized

I have not use the 2 technologies for as long as I have used PagerDuty but in my opinion PagerDuty makes things a lot easier. The other tools got the job done and got alerts out but PagerDuty just seemed to make the setup for on-call alert schedules and integrations easier than the others. This isn't to say the others are difficult, just that PagerDuty was slightly better. I also have noticed that more tools have options to integrate to PagerDuty over the other tools.

Incentivized

• It helps to build scalable, available and low maintenance workloads
• Integrated Alerts and notifications helps to detect load issues in the early stages
• Ensures meeting data SLAs

Incentivized

• Allow our service to be available 24/7 with minimal downtime, improving customer experience
• Monitor incidents and allow us to customize/schedule alert notifications, making engineers' jobs easier and preventing turnover
• Prevent SEVs that could deteriorate, bring down our service, and cost us millions of dollars from loss in bookings

Incentivized