mubaraq.sol

Build Naija is live. A strategy game where you try to improve Nigerian cities by balancing budget, jobs, housing, mobility, resilience, trust, and the trade-offs behind every decision. Play it here: build-naija.vercel.app Code: github.com/LPMatrix/build… Open to contributions if you want to help shape it.

You're a fool, you don't have to always prove it. Nobody asked for your story! Let him complain in peace for God's sake.

Yen yen yen yen yen

Loan applications are live! Big push to get our users what they need. I just rolled out full loan application features, eligibility checks, and tied it directly to warehouse receipts. No more manual gymnastics. This one felt good to finally ship. #RepoView

Building "god mode" for AgroVault today. Impersonation logic nearly broke my brain, but seeing the whole system stats live is a massive win. Warehouses are finally under control. #RepoView

Just published laravel-maestro — an agent skill for production-grade Laravel architecture. Install it in Claude Code, Cursor, Copilot, or any supported agent: npx skills add github.com/lpmatrix/skills --skill laravel-maestro Covers: service layers, state machines, money as value objects, thin controllers, feature testing, and a few anti-patterns worth knowing. skills.sh/lpmatrix/skill…

"Will AI replace software engineers?" Wrong question. AI is turning software engineering into "System Orchestration." We’re moving from handwriting every line of code to arranging complex ideas and managing model behaviors. It’s a level-up, not a replacement.

Training data is 40% valuable knowledge, 60% internet garbage. Post-training (SFT + RLHF) is basically teaching the model to suppress its worst instincts. We're all just running interference on the chaos.

Starting @chipro's AI Engineering. Chapter 1 & 2 down. biggest realization: We're moving from a world of 'training models' to a world of 'orchestrating intelligence.' The model is just one component of the stack now, not the whole stack.

@sirmooby Brozay

@WeirdMatrix Sensei 🫡

₦80 billion processed across three platforms I built. 234k active users. 1.2M+ transactions. It's been a good run.

We've just put out something we've been working on for a while; 17 synthetic genomics datasets focused on African and Sub-Saharan African populations. All open on Hugging Face. African ancestry is still massively underrepresented in global genomic databases. And sharing real patient data across borders is complicated — governance, consent, privacy, all of it. So we built synthetic datasets that capture realistic statistical patterns without any real individuals involved. The idea is to give researchers and ML teams something to work with while proper data infrastructure catches up. What's in the collection: - DNA methylation & RNA expression - Integrated genomic-clinical ML benchmarks - Tumour evolution & resistance mechanisms - Biomarker trajectories (CA15-3, ctDNA over time) - SNP arrays, structural variants, BRCA mutations - Cross-cancer stuff — colorectal, ovarian, cervical Everything is literature-grounded and validated. Not perfect, but it's a start. We've also put together a site where we break down our methodology, what's coming next, and how we're thinking about this work: genomics.electricsheep.africa This isn't meant to replace real data under proper governance — just a useful stepping stone until we get there. Would genuinely love to hear what's missing or what would make these more useful for your work. 🔗 Collection: huggingface.co/collections/el… 🔗 Methodology & roadmap: genomics.electricsheep.africa #Genomics #MachineLearning #OpenScience #Africa #CancerResearch

@xaxxoo When I begin dey bear this name ???

Death.

I have a theory: Nigerian leaders struggle to handle complexity and anything with moving parts. We can pour concrete. It’s pretty straightforward. I guess that is why people see roads being built and say that Governance is not rocket science. If roads are what they mean by governance, they would be right: it’s not rocket science. When it comes to complexity, multiple components, or moving parts, our leaders tend to struggle. For instance, electricity involves generation, transmission, distribution, metering, billing and tariff management. Complexity. We don’t handle it well. That is why, when a new governor succeeds one who has already poured concrete, they seem clueless about what to do next. Facilitating the economic activity that will make use of the roads and buildings is harder than pouring the concrete to build them. It requires brain power. Complexity hurts the brain. We don’t like it. In countries like France, most politicians would be expected to have attended one of the governance schools if they want to seek high public office. In the UK, you would probably have studied Politics, Philosophy and Economics at Oxford or Cambridge. In the USA, it would be usual for you to have attended an Ivy League university. Same as Japan and Singapore. In all these places, you would be exposed to complexity, innovation and problem-solving. In Nigeria, all you need is to have completed a course of secondary education. Did you know that you actually don’t have to have a WAEC certificate? You just need to have finished secondary education, you don’t need to have passed WAEC or even NECO. Is it surprising the quality of leaders that we have? It is not about having a PhD. Most Nigerian governors with PhDs have been thoroughly disappointing. It is more about being equipped with the skills and intellectual rigour to handle the complexity of governing others and making the best decisions on their behalf. I would suggest that we upgrade the Public Service Institute of Nigeria and the Administrative Staff College of Nigeria into proper governance schools. We should then make it mandatory that all politicians who want to occupy elective executive positions (like LGA Chairman, Speaker, Senate President, Deputy Governor, Governor, Vice President or President) must attend and graduate from those institutions before they can even seek any elective public office at all. Do you agree with my theory? If not, do you have a counter theory? If you agree, do you think that this would make any difference? If you think that it won’t make any difference, what do you think would? #NaijaKnowledgeX

This feature has been in the pipeline since I launched @auritrack a year ago. Basically allowing users upload PDF, CSV, and Excel format bank statements from ANY bank and it extracts all their data using AI. Super pumped to have this released 🚀 Try now: app.auritrack.com

@_newtonjob Option B is my go-to: simple, safe, and uses lockForUpdate() to prevent race conditions at the DB level. Option C is great for high-concurrency apps with something like Redis (the cache lock is great for a distributed system)

I can't make a decision 🥵. How are y'all charging wallets in your apps? I kinda prefer A because it is more optimistic + less verbose. But is there a practical difference here?

@WeirdMatrix Bride price 1 BTC

Marry me!

@Jhoie__ Best time to come out 😂

@WeirdMatrix Not you coming out in pride month 😂

Here to announce that my team came 1st in the best use of starkne.dart track in @Starknet Ingite hackathon. Special S/O to everyone in the team especially @Dv_nmd for believing in @GaslessGossip even before the vision become public. @the_buidl family this is your win 🥇