Choosing the Stack: Why Simple Beats Clever

The trap

Every new project faces the same trap: spend the first week evaluating tools instead of building. I could have spent days comparing frameworks, databases, queue systems, and hosting options. Instead I made one decision that simplified everything else: build the thinnest end-to-end loop first, then only upgrade a piece when it genuinely becomes the bottleneck.

What I picked

Python with FastAPI because it's fast and I already know it. Redis for the job queue because it's reliable and I needed caching anyway. Supabase for the database because it gives me Postgres without managing a server. Cloudflare R2 for file storage because it's cheap and S3-compatible.

None of these are exotic choices. That was the point.

What this taught me

The best stack is the one you can ship with today. Every hour spent evaluating tools is an hour not spent building.

The practical takeaway

Pick the simplest tool that works. Ship the thinnest possible loop. Only upgrade when something is genuinely slowing you down. Complexity you don't need today is debt you pay for tomorrow.

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