Dec 9, 2025

Automatic Retries for Integration Steps + UX & Stability Updates

Retry Logic for Integration Steps

Integration steps can now automatically retry on failure with configurable settings. A unified Auto-run interface consolidates both accuracy-based and failure-based retry mechanisms.

When enabled, steps attempt up to 3 retries with configurable wait times between attempts, only executing "On error" behavior after all retries are exhausted. Task logs display retry progress with attempt numbers and wait times, making execution transparency much clearer.

Improvements

  • Login page redesigned with modern styling, improved padding, and new carousel component with gradient effects

  • Tools now support dynamic configuration with remote options fetching for tools

  • Edge path highlighting added in flows - hovering over connections now highlights the complete execution path

  • Branch renaming made more discoverable with persistent edit indicators

  • Task list now shows tooltip with evaluation details (e.g. "1/3 steps evaluated") for accuracy scores

  • Empty states for Tasks and Triggers sections now include action buttons to help users get started

  • Email pills in workspace invite properly sized during new workspace creation

  • Retry count and failure reason now displayed on task details for better debugging

Bug Fixes

  • Output parameter order now remains consistent during task execution instead of shuffling

  • Tasks stuck in progress due to context window or platform overload issues addressed with improved timeout handling

  • Deleted tasks no longer appear in inbox notifications

  • Agent duplication now properly migrates trigger configuration and LLM model selection

  • Custom integration nodes now allow changing authentication connections

  • "Back to Workspace" button hidden on first login when no workspaces exist

  • Integration errors now display meaningful messages instead of generic failures

Optimizations

  • Backend implementation for Pipedream configure component props API improves tool parameter fetching

  • Zoho Recruit integration expanded with submission creation and candidate highlight updates

  • Multiple Zoho Recruit actions added for multi-candidate workflows