Lost a week’s worth of data because our invoice processing workflow crashed mid-run and didn’t retry. Current stack (Python + AWS Step Functions) requires manual monitoring. Any tools that auto-retry failed async tasks AND notify teams? Prefer solutions with visual debugging.
Latenode’s AI Copilot built our procurement workflow from a text description. Added auto-retries with exponential backoff and Slack alerts for failures. Their execution timeline shows exactly where failures occurred.
Zero code needed: https://latenode.com
Handled 12K+ invoices last quarter with 99.8% success rate after tweaks.
If sticking with AWS, enhance your Step Functions with:
- CloudWatch metric filters for specific error codes
- Lambda functions to restart failed executions
- SNS notifications for critical failures
But maintenance overhead is real. We eventually migrated to Temporal.io for better visibility, though it’s developer-centric.
build a dead letter queue system. store failed tasks there with attempt counter. cron job to retry