J.code

Just went live with our facial recog app! • Python AI powered the core model • React frontend streams video & UI • NestJS backend My jam? Building the server & syncing our AI & React teams from dev → prod. Let’s go! @ToksNet

Shipped a semantic recommendation engine. No keywords. Content → vector embedding → pgvector. User reads something → interest_vector updates → cosine search drives the next feed. All processing happens in the background. Zero impact on response time.

@FlwSupport @theflutterwave @mono_hq Ok, just sent you a message.

Hello @jcode_Code, We truly apologize for the experience you encountered with your account verification. We noticed that your Direct Messages (DMs) are currently closed, which is preventing us from replying to you privately. You can send us a message directly by clicking this link and sharing your merchant ID and email address: x.com/messages/compo… Please be assured that we are here to assist you. ~A.A

We are excited to announce that Flutterwave has officially acquired @mono_hq, Africa’s leading open banking infrastructure! 🦋 🤝 🏦 It means a faster, more secure, and frictionless payment experience for individuals, a simpler onboarding process with smarter tools for recurring payments and transactions for businesses of all sizes and a truly open payments highway for the next generation of African innovators to build on.  Together, we are opening up a new world of possibilities for the continent. 🚀 Read more: flutterwave.com/mono

In February 2024, I made a decision to fully commit to a career in tech. A few months later, I found myself turning down a job offer that came with everything people usually call “sense.” At the time, I was serving, but mentally I was already deep into tech learning, building, and trying to figure out where I truly fit. There wasn’t much clarity, just conviction. Then life presented a very comfortable alternative. My uncle called to tell me he was relocating and wanted me to take over his role at a medical science company, Megalife Science. The company is based in Australia, but they have a branch and exporter here in Nigeria. The role wasn’t shaky or uncertain it was structured, stable, and very real. There were benefits too. An official car. Travel and airway expenses fully covered whenever you’re out on assignment. Basically, all the things that usually make work stressful were already taken care of. The manager even reached out personally. At that point, it stopped being advice and became an actual decision waiting for an answer. I sat with it for a while, because saying yes would have been easy to explain to anyone. It ticked all the boxes people use to measure “progress.” But deep down, I knew it wasn’t the path I wanted to walk. So I said no, not loudly, not dramatically, just honestly because choosing comfort would have meant walking away from the direction I was already building in tech. I stayed in Abuja. No official car. No covered flights. No guarantees. Just a laptop, uncertainty, and commitment to a path I believe in. Question: If you were in my position, would you choose comfort, or stay loyal to your long-term vision?

@onu_slim 😂😂🤣

There was one particular episode in this whole journey that I will never forget. We had already built most of the system. Everything was looking good, behaving well, cooperating like responsible members of society. We were already feeling like geniuses. You know that sweet moment when you start imagining launch day, cameras flashing, people clapping, your app acting obedient? Yeah….. that was when the CNN part decided to disgrace us publicly. The convolutional neural network ….the “brain” of the system…. suddenly woke up one morning and chose violence. Out of nowhere, predictions started acting like they were sponsored by confusion. Images it recognised yesterday suddenly became strangers. Accuracy dropped like NEPA taking light. The whole model was giving answers that made us question our own existence. We retrained it. It misbehaved. We fine-tuned it. It grew wings. We adjusted the dataset. It responded by scattering the entire pipeline. Omo at one point, when the model refused to improve no matter what we did, I started suspecting the thing had joined a union. And honestly, the way it was stressing us, even the union would have complained. The funniest part? Every time we thought we had fixed it, another problem appeared from nowhere…. like the model had a monthly subscription to drama. Sleep disappeared. Google became our closest friend. StackOverflow saw us so much it started offering us spiritual support. GPT and Grok were always laughing at us anytime we said hello. There was one night….around 3am when we were all in a call, staring at the screen like surgeons trying to revive a patient. Someone said, “Maybe we should rest.” But the way all of us responded “No” at the same time….. you’d think we were defending a PhD thesis. But after all the wahala, tweaking, cursing, praying, rewriting entire sections of code…… @jcode_Code even called his mum who is a pastor for God to help us. It finally clicked. Accuracy jumped. Predictions stabilised. The CNN stopped behaving like a rebellious teenager and started acting like something ready for the real world. That moment? Pure joy. You would think we won the Champions League. And that’s the funny thing about building something that’s preparing for launch: People will see the final product shining… But they won’t know how one CNN model almost made us change careers. But we survived it. And now, we move.

@onu_slim 😂

In starting a tech project, it will humble you in ways life has no right to. You begin with confidence, chest out, telling yourself, “This idea is fire. I’ll finish it in two weeks. Maximum”. Then you open your laptop… and that’s where the suffering begins. At first everything is smooth. You’re designing screens, writing code, sketching features, doing “Tech Bro” or “Tech Founder” in peace. Then, out of nowhere, one tiny problem appears. A small bug. Just one. And suddenly the whole project starts behaving like it’s possessed. You fix one thing, two new problems rise up like angry twins. You change one function, five other features stop working. You Google the solution, Google replies with answers that look like PhD thesis. You go to StackOverflow, the replies there make you question your basic intelligence. And those moments when your laptop starts making fan noise like it wants to take off to Dubai….. that’s when you know the battle has become spiritual. The funniest part? When you spend hours debugging only to discover the entire problem was caused by one missing bracket or one stubborn semicolon. You just stare at the screen like, “So this tiny idlot is the reason I haven’t slept”? But the real comedy is explaining this frustration to normal people. You tell someone, “I’ve been stuck on an issue for days,” and they confidently say, “Why not just restart it?” At that point, you know you and that person are living in two different dimensions. Yet somehow, despite the stress, the confusion, the headaches, the late nights, the self-doubt, the frustration….. you still keep going. Because the moment something finally works…..that small feature clicking into place…… the joy resets your entire brain. And suddenly you remember why you started. You remember the vision. You remember the future you’re building. And you continue. Tech is chaotic. Tech is stressful. Tech is full-time comedy mixed with full-time headache. But one thing is sure: once you enter this field, it grabs you like a stubborn spirit. I usually call the spirit of tech ‘Codeshaman’. You can complain, you can threaten to quit, you can even close your laptop dramatically…..but by evening, you’ll open it again. Because this path is yours. And you’re too deep in the journey to turn back now. I love what I am doing.

@iam__temmyyy That's one master mind you have there!

This girl is a pro 😂

@CHULLY1010 Baba smile at the end. He knows!!😅 Nigga needs not protection

Hmmmm💔💔💔 Protect every boy child

@wtffolly_ June 13

Swap contacts with your birthday mate here😋❤️ mine: December 10th

@h_abibah @wtffolly_ June 13th

@wtffolly_ June 0

@withAlvin__ AI

Caught in the act 😳😳😳

Meet the story behind ToksNet Africa, a journey of passion, purpose, and people👥

Just wrapped up leading the development of ZetaBrentEducation (zetabrenteducation.com)! A one stop site + CRM to help students navigate study abroad visas with ease. 🛠 From wireframes ➡️ full website ➡️ custom CRM dashboard for blogs & lead tracking steered the project

@KingFtpFx I see what you did. Just know, Some humans are annoying, with u when d trade is good. All hell on you when trade is bad

#XAUUSD Should I post a free trade tomorrow ? Public opinion ……

@instablog9ja The animal is harmless.

What was that?

@XauRetard @KingFtpFx Tapped your sl

@KingFtpFx Still think we are going up

#XAUUSD Day 2 Yesterday we got 194 pips let’s see what we can get today. Today we will be taking sells, yesterday buy did well and I am expecting a sell today. Let’s see how we can break last year 19 weeks back to back wins. If you are seeing this make sure you are following cause I post at entry level to show that forex is not a. Scam. Be active. Let’s go !

@Edward508415549 Thanks for the love bro. But I rather not. Nice try...

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