simpleflo

Blog

These essays are written from a practitioner's point of view. They are not marketing pages. They are an attempt to make the hard parts of AI work more understandable and a little less noisy.

What you'll find here

  • practical mental models
  • honest tradeoffs
  • small, reusable workflows that make AI more dependable

Essays

Choosing AI utilities without guesswork

Choosing AI utilities without guesswork

How to avoid decision paralysis, reduce tab-sprawl research, and make tradeoffs visible.

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Asking better questions from your knowledge

Asking better questions from your knowledge

Why retrieval-augmented systems fail quietly, and how to build a habit of evals that makes improvements repeatable.

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Bringing private context to AI safely

Bringing private context to AI safely

Why private context matters, why naive uploads fail, and what a safer, calmer approach can look like.

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