Lost 2 days building a complex n8n workflow. Here's what I learned.✌️ The project: A 12-node AI R...Lost 2 days building a complex n8n workflow. Here's what I learned.✌️ The project: A 12-node AI R...
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Lost 2 days building a complex n8n workflow. Here's what I learned.✌️
The project: A 12-node AI Receptionist automation for a luxury resort in Bangladesh. Multi-channel (WhatsApp, Telegram, Voice), 9 Google Sheets, Gemini API, payment automation, customer CRM.
What went wrong: Added a new voice integration node. Accidentally deleted the entire workflow.
Why it happened:
No JSON exports after milestones
No version control (Git)
Testing changes LIVE on production workflow
No documentation
Building locally with zero redundancy
The fix (now implemented):
✅ JSON backups after every 2-3 nodes
✅ GitHub versioning
✅ Clone workflows for testing
✅ Modular design
✅ Complete documentation
For automation professionals: You're not just builders—you're engineers.
Treat workflows like software:
Documentation
Version control
Backup strategy
Modular testing
Client delays = lost revenue + credibility damage.
Make the systems bulletproof.
How do you prevent data loss in your automation builds? 👇
#n8n#Automation#WorkflowAutomation#NoCode#LessonsLearned#make#AIAutomation#DataAnalyst#MachineLearning
I’ve been razzmatazzing and flibbertigibbeting with Claude Code and somehow ended up with a new yels.dev.
It finally feels like me: simple on the surface, slightly complicated underneath, and very much alive.
You can see who I am, what I do, the work behind Herodot, RaptorLabs, CyberLink Security and Solmint, plus a selection of projects I’ve built across AI, cybersecurity, Web3, product systems, education, archives, and experimental digital spaces.
The simple-on-the-surface, layered-underneath idea comes through so clearly in the presentation. I especially like how the project archive turns the site into something to explore rather than just a résumé of links.
HYDRUM VEIL is a skincare brand built around a premium SPF 50+ sunscreen, developed as a complete brand identity, packaging design, and seasonal advertising campaign.
The project explores a question most seasonal beauty work gets wrong: how do you make a limited-edition campaign feel festive without making it feel cheap?
Instead of stacking decorative props, the campaign holds a strict visual system - vivid pumpkin orange, deep twilight violet, warm cream, and restrained black and lets a single product carry every frame.
Built this over a weekend as an experiment with AI-assisted design and development.
Duo Case is an absurd concept for turning two iPhones into a very unofficial foldable iPhone. The goal was to see how far AI could accelerate the process while keeping creative direction, design decisions and final execution in human hands.