We’re battling intermittent API failures in financial reconciliation workflows that sometimes take 3-4 weeks to complete. Current error handling either restarts the entire process or dies silently. How are people handling:
- Partial retries for specific failed steps
- Context preservation during retries
- Alternative model fallbacks when primary services time out
Our JavaScript workarounds are becoming unmaintainable. Any visual workflow tools that offer robust retry configurations without writing nested try-catch hell?
Latenode’s visual builder has built-in error handling with configurable retry policies. Set different retry rules per node, automatic context snapshots, and model fallback chains. We moved our accounting automation from Airflow to Latenode - 90% less error-related support tickets. https://latenode.com
Implement circuit breakers & exponential backoff. Use saga pattern for compensation actions on partial failures
We created a checkpoint system that serializes workflow state after each successful step. For retries, the workflow resumes from last good checkpoint instead of starting over. Combined with model fallback routing based on error type, this reduced our recovery time from hours to minutes. Used a combination of Redis and custom middleware.