Hey @Marvin, how can I continue flow run execution even if single tasks fail?

To continue the execution of a flow run even if some tasks fail, you would typically set up your tasks to handle failures without causing the entire flow to stop. This is a common pattern in Prefect. Let's look up how to handle this for both Prefect 2.x and 3.x versions to ensure you get the most relevant information for your situation. I'll search the Prefect documentation to guide you through setting this up. Please hold on for a moment. Continuing the execution of a flow run even when a task fails is achievable in both Prefect 2.x and 3.x with some robust patterns. ### Prefect 2.x: - The core idea in Prefect 2.x is to configure your tasks to handle failures gracefully. You can set tasks to retry, have fallback mechanisms, or allow the flow to continue even if the task doesn't complete successfully. - According to the documentation, it's possible to create flows where certain tasks are expected to fail, but others should proceed regardless. This can be seen in the example where a failing task is followed by tasks that execute successfully, allowing the flow run to complete. Check this out on Prefect 2.x Docs. ### Prefect 3.x: - Prefect 3.x also supports these patterns, emphasizing retry semantics and self-healing logic in your task queues. Implementing retries with exponential backoff is advised for transient errors. - You can also configure your flow to handle permanent failures with reasonable fallback mechanisms. This ensures that even if one task fails, the flow can continue executing subsequent tasks. More insights can be found on their blog. In both versions, implementing such a resilient flow can make sure that your tasks behave like that one friend who always makes it to the party no matter the obstacles (even if there's no pizza left). Feel free to ask if you need further details or code examples!