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I designed and built an AI system guardian focused on operational health, memory, security, resource monitoring and controlled deployment decisions.
The system evaluates runtime conditions, identifies risks, records supporting evidence and provides clear hold, approval or rejection decisions before sensitive changes proceed.
I led the product architecture, monitoring workflows, decision controls, frontend, backend and testing.
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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Incredible 😍
🚨 A bug that looks like a frontend problem might actually be your backend.
I once spent time checking UI code, only to find the real issue was an API returning the wrong data.
When debugging, I always check the full data flow:
Frontend → API → Backend → Database
Debug the source, not just the symptom. 🔍
Have you ever found a backend bug while fixing a frontend issue?
Super clear root cause analysis! That non-existent /admin/login target loop catches a lot of devs off guard. Minimal diff, solid verification steps. Great job!
Portfolio update day 8/30 : Three.js website.
Today I decided to test the second version of the corridor:
one without detailed surroundings, but with fog and more realistic lighting. I can't decide, so I decided to ask the community.
Which version looks more interesting for 3D website?
10 voted
77%
3 voted
23%
13 votes
Closed
I lean slightly toward the left version because it communicates the space more clearly and feels easier to navigate. The right version creates a stronger cinematic mood with the lighting and fog, but I wonder if some environmental details could be reintroduced to maintain the atmosphere while adding more visual storytelling.