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FastAPI vs Flask ML Serving: Which to Learn First

DEV Community: flask·TildAlice·5 months ago
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#dev#flask#import#bootcamp#grads
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Most Bootcamp Grads Pick the Wrong One

Here's the trap: you Google "ML model serving tutorial", find a Flask example, copy-paste it, deploy to Render, and think you're done. Then an interviewer asks "How would you handle 100 concurrent requests?" and you freeze. The problem isn't that Flask is wrong — it's that you never learned why the choice matters.

I've reviewed portfolios from 40+ bootcamp grads this year. About 70% use Flask because that's what the first tutorial showed them. When I ask "Why Flask over FastAPI?", the most common answer is "It was easier to set up." That's not a technical decision — that's inertia.

The real question isn't "Which is better?" It's "What does your choice signal to an interviewer about how you think about production systems?"

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The Two-Minute Baseline Test

Before you commit to either framework, run this experiment.…

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