John Anim

Still learning. Still building. I’m documenting my journey into AI-powered full-stack development — what I learn, what I build, what breaks, and how I improve. I don’t want to only talk about becoming a developer. I want to show the work. Follow the journey. #100DaysOfCode #

One cycle, repeated. Learn → Build → Document → Improve. I’m not waiting until I become an expert before I share my journey into AI-powered full-stack development. I’m learning in public, building in public, and improving through every cycle. #BuildInPublic #100DaysOfCode

Claims are easy. Evidence is slower. Anyone can say they build software. I’d rather show what I’m learning, what I’m building, what breaks, and how I improve. Less claiming. More building. More evidence. #BuildInPublic #FullStackDevelopment

I’m not waiting until I’m an expert to start sharing. I’m learning, building, making mistakes, fixing them, and documenting the journey. Still learning. Still building. #BuildInPublic #FullStackDevelopment

Stop choosing your tech stack before understanding the problem. Users → data → limitations → skills → stack. The technology should serve the problem, not the other way around. Choose the stack last. #FullStackDevelopment #SoftwareEngineering #AI #Tech

Before choosing a tech stack, I ask five questions: Who uses it? What data? What must connect? What can the client maintain? What is the budget? The right stack is not the most popular one. It’s the one that fits the problem. #FullStackDevelopment #SoftwareEngineering

The stack is the last answer. Before choosing a technology, understand: → Users → Data → Limits → Skills → Then the stack Good development isn't about choosing the coolest tool. It's about choosing the right tool for the problem. #FullStackDevelopment #Software

Picking your favorite tech stack before understanding the problem is a risk. Not every business problem needs an app. Sometimes the best solution is a process change, spreadsheet, automation, or existing tool. Start with the problem. Choose the technology last. #FullStack

I’m learning to stop asking: “What technology should I use?” And start asking: “What problem am I actually solving?” Not every business needs an app, AI, or custom software. Choose the problem first. Choose the stack last. #FullStackDevelopment #Tech

Not every business problem needs an app. Before building, ask: • How often does this happen? • Who will use it? • What happens if we do nothing? • Can an existing tool solve it? Start with the problem. Then choose the technology. #FullStackDevelopment #BusinessTechnology

Before building an app, ask: • How often does the problem happen? • Who will use the solution? • What happens if we do nothing? The goal isn't always to build more technology. The goal is to solve the right problem with the simplest solution that works. #TechForBusiness

Not every business problem needs custom software. Start simple: → Fix the process → Use an existing tool → Customize it → Build custom only when necessary Good technology solves the problem without creating a bigger one. #TechTwitter #FullStackDevelopment #BusinessAutomation

Not every business problem needs an app. Sometimes a better process, spreadsheet, form, or existing tool can solve the problem faster and cheaper. The goal isn't to build more software. The goal is to solve the right problem. #TechForBusiness #FullStackDevelopment

Not every business problem needs an app. Before building software, ask: What problem are we solving? Sometimes the best solution is a process, form, spreadsheet, or simple automation. Good technology isn't about complexity. It's about choosing the simplest solution that works.

A client says: “Make it simple.” Don’t code yet. Ask: Simple for whom? Doing what? How will we know it’s simple? Turn the request into something you can test. Better questions → better requirements → better software. #SoftwareDevelopment #FullStack

A request isn't a requirement. The process should be: Request → Questions → Requirement → Acceptance check Ask what the client really means. Turn the answer into something specific. Then define how you'll know it's done. If you can't test it, you probably haven't defined

“Make it faster.” That sounds clear until you ask: Faster than what? A request describes what someone wants. A requirement describes something you can measure and test. Good software starts with better questions—not more code. Requests are wishes. Requirements are testable.

A client says: “Build me an app that makes things faster.” Don't start coding yet. Ask: What needs to be faster? For whom? By how much? How will we test it? A request is a wish. A requirement is something you can test. Better questions → better requirements → better softwar

Good software starts with a good problem. I’m building in public—learning full-stack development, AI, automation, and turning real problems into practical solutions. One real problem at a time. Follow along. #FullStackDevelopment #ProblemSolving #SoftwareEngineering

Problem first. Then the build. My development process: Symptom → Questions → Process map → Requirement → Solution. The goal isn't to build faster. It's to make sure we're building the right solution to the right problem. #AIDevelopment #FullStackDevelopment #JohnAnim

Before you build, ask better questions. What is happening today? Who is affected? What would change if it were fixed? A clear problem creates clearer requirements. Understand first. Build second. #ProblemFirst #FullStackDevelopment #JohnAnim