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Made a more detailed guide about this on my blog:
https://print-memory.com/post/8c64fb4b-c100-4c6c-8846-afe1e9e745d7
If you have a project which might need such system to be built more reliable with AI, dont hesitate to send a message or ask any questions here 😄
Hey! I just shared a write-up on something I learned while rebuilding a product with AI agents:)
The main idea is pretty simple:
Don’t put all your product...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Fantastic execution man, what is the billboard for?
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'd try restoring one of those JSON backups into a cloned workflow before the next handoff. That way you know it can actually get you running again.
ADCB × Shukran - Credit Card Landing Page.
I designed a landing page for the co-branded credit card partnership between ADCB and Shukran, Landmark Group’s loyalty programme.
The page brings together the card’s benefits, participating brands and application entry point, helping visitors understand the offering and explore how to get started.
The design uses a black-and-gold palette, prominent card imagery and distinct content sections to present a wide range of rewards in a cohesive visual experience. The work shown includes the landing-page design, benefits presentation and “How it works” section.
The benefits and application path are presented with clarity.
