پن کیا گیا ٹویٹ
🚨 I DONT KNOW TO WRITE CODE FROM SCRATCH
But over the last Few Years, I’ve built a high-frequency Solana trading engine, a decentralized Web3 storage vault, and a production-grade crypto payment gateway.
Here is the unfiltered reality of Vibecoding your way out of the rat race👇
My journey didn’t start with a shiny CS degree and a perfect GitHub graph. It started in the graveyard of failed side hustles:
• A dead FreeFire YouTube channel.
• Cold-pitching dropshipped Meesho products on OLX for $10 profits.
• Grinding crypto airdrops ($LVLY & $WAL saved me) only to burn the cash trying to manually trade memecoins.
I realized trying to out-trade the market was a losing game. I needed an edge. I needed automated infrastructure.
But I had zero syntax skills.
And back in mid-2025, there were no autonomous "one-click" coding agents.
So I used ChatGPT and Gemini. Not to generate generic cursor or Lovable slops, but for brutal, line-by-line system architecture. I spent months doing day-and-night trial-and-error sessions manually copy-pasting method-by-method replacements, fighting hallucinated dependencies, and relentlessly debugging until I forced a CT tracker, a Telegram subscription manager and a legacy trading bot into production.
It wasn't a fairy tale.
My first trading bot was way too slow because I didn't understand the power of Helius RPCs. My subscription bot didn’t get enough users to cover the marketing costs. I missed my shot at a Walrus Protocol grant. I failed my corporate placement exam because of an accident.
Right now? I'm literally borrowing money from friends just to keep my Linux VPS servers online to run background nodes like Aethir and CARV.
But here is what that absolute chaos taught me:
Writing raw syntax is a dying skill in this era. Orchestrating systems using AI while understanding the fundamentals is the future.
I learned how to manage Docker namespaces, secure webhooks behind Nginx reverse proxies and deploy agile, zero-trust architectures. I learned how to bridge the gap between an abstract idea and a live, hardened prototype.
I’m done trying to play the standard corporate game, and I am sick of watching founders get scammed paying for fragile, vibecoded websites and backends spat out by one click AI agents.
I use AI too. but not as a crutch but as an engine to rapidly prototype secure, hardened architectures using actual engineering methodologies.
Now I’m turning this into a service.
If you are a founder with an idea but need someone to rapidly prototype the backend, manage your VPS infrastructure, or hold the trenches handling tech tickets as a Web3 Discord Mod... my DMs are open.
~Jer123-Dev
Portfolio in bio
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