Where founders rise on merit, not connections.

Me: "just lint this one PHP file real quick" Claude: "checks syntax, balances every brace and paren, does a final review, ships the updated file"" Also Claude: "You're out of free messages until 1:40 AM" 💀 Every dev on a free plan knows this pain — the AI is COOKING and then boom, rate limited mid-flow . Upgrade or wait it out, that's the developer's dilemma of 2026 😂 #BuildingInPublic #DeveloperLife #AICoding #ClaudeAI #Snikus #TechHumor #FreePlanProblems

Milestone unlocked: Snikus is now being used by founders and builders across 8 countries — Morocco, Nigeria, Kenya, the Philippines, India, the UK, Pakistan, and South Korea. When I started this, the goal was simple: build a place where merit gets you seen, no matter which country you're building from. Seeing that idea actually play out across continents — real founders, real work, real traction — is the proof that this isn't just an idea anymore. It's happening. To everyone who joined early, tried the platform, gave feedback, and trusted this from day one — this milestone is yours too. One vision. Global impact. And we're just getting started. 🚀 #BuildingInPublic #Milestone #Snikus #GlobalGrowth #FoundersRiseOnMerit

Most founders pitch features. The best founders pitch relief. Nobody wakes up excited about "an AI-powered dashboard" or "a new automation tool." They wake up tired of losing leads, drowning in manual work, or watching competitors move faster than them. That's the hole they're stuck in. Your product? It's just the ladder out. I keep reminding myself this every time I write copy for my own work. It's easy to fall in love with what you built and start listing specs — but nobody buys specs. They buy the feeling of finally being out of that hole. So before your next post or pitch, ask yourself: am I describing my product, or am I describing the hole someone's stuck in — and how I get them out? Build the ladder. Talk about the fall, not just the climb. #BuildingInPublic #StartupTips #ProductMarketFit #StartupMarketing #EntrepreneurMindset #SaaS #IndieHackers #FounderMindset

Currently working on a project that blends full-stack development with computer vision — annotating real-world street data to help AI models learn how to detect pedestrians, vehicles, and objects (as shown in the image above: bounding boxes around cars, cyclists, pedestrians, and traffic signals). As a full-stack developer, my focus is on building a clean, scalable annotation pipeline — a backend that can handle large image datasets efficiently, and a frontend that makes the annotation process fast and accurate. This isn't just labeling — it's the foundation that helps self-driving cars, smart city systems, and safety-critical AI understand the real world. Next update: sharing progress on the annotation tool and the first milestone once it's delivered. #BuildingInPublic #ComputerVision #FullStackDevelopment #AI