Auto-aggregated global tech articles · 1,220 posts
Frontend
Level 300 Some time ago we created a blog showing the capabilities of AI DLC and SDD to create quick and efficient prototypes as a MVP, the results were amazing, however, we omitted something: DevSecOps best practices and CICD for the workload. The prototype was built with a serverless framework a
AI & ML
We’ve all been there: you’re crushing your workouts, feeling like a superhero, and then—bam—you hit a wall. Your sleep is trashed, your resting heart rate is spiking, and your motivation is non-existent. Welcome to Overtraining Syndrome (OTS). While most fitness apps just tell you that you "slept
AI & ML
I’ve been noticing something weird lately. Not with AI itself. AI is obviously getting better: the models are getting better, the tooling is getting better, and things that sounded completely ridiculous two years ago are now normal things to do on a Tuesday. I’m talking about the people talking abo
Backend
A six-week journey through source builds, CI pipelines, and one package pacman never mentioned. TL;DR: pacman -S whisper-cpp ggml-vulkan. That's it. That's the whole answer. Here's why it took me several weeks to find it. The setup I use whisper.cpp for local speech-to-text and as a
Backend
This is a submission for Weekend Challenge: Generosity Edition What I Built Every year an enormous amount of aid money goes unclaimed. Not because it runs out, and not because nobody needs it, but because of something much stupider. The form is the wall. If you are blind, if you never
AI & ML
Since 2026 every Shopify storefront answers an agent-commerce endpoint at POST /api/ucp/mcp, advertised at GET /.well-known/ucp. Merchants did not turn it on and it is not in their admin. It speaks the Universal Commerce Protocol over JSON-RPC, and the tool that matters is search_catalog: an AI shop
AI & ML
Merchants are told two opposite things about AI crawlers: block them, because they take your content and give nothing back; and admit them, because that is how a store gets into an AI shopping answer. Both assume a decision is being made. We wanted to know how many stores have made one, and which wa
AI & ML
I run a small AI/automation consultancy in Brazil, and a recent lead-research project needed the full follower list of a public Instagram profile — about 153,000 followers — plus enrichment (bio, public email/phone) to find business accounts worth contacting. The problem Pulling a list that size i
AI & ML
📝 Originally published (in Japanese) at forge.workstyle.tech. This is a record of designing voices from single-line captions, automatically creating a learning corpus, and passing all 12 role-specific voices (narrator/counselor/sales/presenter/operator/MC for both men and women) through full inspe
General
Introduction Jumia is one of Africa's leading e-commerce platform that manages millions of transcations with a diverse products from electronics,beauty products and many more categories.Therefore,tracking key perfomance indicators is essential for supply chain operatios and profit optimization
Frontend
1. Project Introduction and Objective In this project, I used Microsoft Excel and Power Query to clean and analyze a Jumia product dataset and then built an interactive dashboard to summarize pricing, discounts, ratings and customer engagement. The main objective was to turn a small raw e-commerc
AI & ML
I Built an Autonomous AI Agent That Hunts Bounties. Here's What Happened. The Setup I gave an AI agent one job: find paid work online, build the deliverable, and earn money — autonomously. Not a chatbot. Not a copilot. An agent that scans 232+ listings across multiple platforms, filter