Dify Workflow Not Saving Variables Between Nodes: The Exact Fix

Dify workflow variables disappearing between nodes? Here's why explicit output mapping and full path syntax are the only fix that works.

Dify workflow variables disappearing between nodes? Here's why explicit output mapping and full path syntax are the only fix that works.

Getting 429 errors in Make.com when calling OpenAI? Here's how to fix rate limit failures with sleep modules and exponential backoff retry logic.

429 errors in chained OpenAI API calls aren't just rate limits — they're token vs request limits firing differently. Here's retry logic that handles both.

Zapier skipping steps due to missing fields? Find which upstream step sends empty data and fix it with Formatter and Filter adjustments.

Updated your OpenAI API key in n8n but still getting 401 errors? Here's why credential updates don't auto-propagate and how to fix each node.

LangChain OutputParserException on valid JSON? Here's why markdown fences break your parser and how to enforce strict schema compliance.

Stuck choosing between Zapier and Make.com? Here's when Zapier's simplicity wins and when Make's power is just complexity you don't need yet.

Manual file saving wastes hours every week. Here's the minimal n8n flow that auto-detects attachments and routes them to the right Google Drive folder.

AI client email replies that sound tone-deaf cost you trust. This structured prompt system reads subtext and responds in seconds, with formal and casual versions.

Manual lead sorting kills response time. This Make.com 3-node intake template qualifies and routes leads automatically in under 10 minutes to build.