Mugisha Patrick @_patrickbuilds
Solo dev building products. Sharing lessons, insights & experiments. Let’s connect. patrickbuilds.me Kigali,Rwanda Joined February 2023-
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I am participating in a 2 day hackathon this weekend but have no idea what to build. Ideas?
"Its our most intelligent model yet" 😑
You get one shot to enter a niche with high demand + almost no competition. What’s your move in the first 30 days? (Asking because I just landed in exactly this situation and want to compare notes.)
GPT-5 is officially out. What’s one tiny product you’d build using it this weekend?
I’ve built 3 full stack projects in 3 months. None made money. But Ive never learned this fast.
Most outcomes aren’t 50/50. But when it’s time to act, pretend they are. Because hesitation kills more dreams than bad odds ever will.
I was away for a few days, and the AI space has evolved again. New tools and updates make it hard to keep up. What new AI tools are you using?
Hot take: The best AI workflows aren't the most complex ones. Simple prompts + right model + clear context beats fancy prompt engineering every time. Most people overcomplicate what should be straightforward. Sometimes less is actually more
The "context engineering" trend is peak AI hype nonsense. People are creating complex frameworks to manage AI context when the solution is just... common sense. Don't flood the model with irrelevant info. Be specific. Give it what it needs, not everything you have.
I almost gave up on Gemini CLI last week—wasn't living up to the hype. Turns out I was using it wrong. It's not for large overhauls, it's a surgical debugging tool. Stubborn bugs that take my premium agents 5+ iterations? Gemini CLI fixes in one shot. the best.
Just watched Peter Leyden's take on 2025's AI shift. it's a fundamental re-architecture of leverage. My focus? Being squarely in the "early adopter building" camp, The future belongs to those who act now. #AITransformation #Innovation Link: youtu.be/-zoCpFfOH04
The freelance catch-22: Need clients to build portfolio, need portfolio to get clients. I've got the coding skills but zero client testimonials. Do you start with friends/family projects or just cold outreach and hope your work speaks? What actually worked for you?
Gemini CLI just changed my entire workflow in 24 hours. Free, insanely capable, and I'm already restructuring everything around it. The real skill in 2025 isn't learning one AI tool—it's rapidly adapting workflows when game-changers drop. Speed of adaptation=competitive advantage
Google dropped Gemini CLI yesterday—free coding agent with 1M token context. About to put it through real project testing. Either this changes my workflow forever or it's another shiny tool that can't deliver.
Most devs throw everything at one AI thread and wonder why it gets confused. I use dedicated agents—Backend Specialist, Debug Specialist, UI Expert—each in isolated threads with optimized prompts. What's your AI workflow hack? #AI #webdeveloper
Just saw Gemini CLI dropped, Pythagora claims to be 10x better than Cursor, and Warp is calling itself the future of dev environments. I'm simultaneously excited and overwhelmed. This is what building in 2025 feels like—constant FOMO
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