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Senthora language-learning app shown on two phones

What belongs in an AI MVP, and what does not

Scope the first version around one workflow you can measure.

Abstract illustration of a retrieval pipeline

RAG in production: what breaks after the demo

Retrieval quality, stale documents and answers nobody can verify.

MediAI healthcare assistant shown on two phones

Fine-tuning or retrieval: how to choose

Knowledge goes in context. Behaviour goes in weights.

Dress Code styling app shown on a phone

What an AI product actually costs to build

Where the money goes on a first version, and what moves the number.

SYNTHH productivity assistant shown on two phones

AI agents that hold up outside a demo

Narrow scope, real tools and a plan for the step that fails.

Abstract illustration of an evaluation run

How to evaluate an LLM feature before your users do

Fifty examples, one score you trust, and a habit of running it.

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