Archive - Minimum Viable Founder

AI Evals Aren't Just for Big Tech

How a small bootstrapped team measures its AI the way frontier labs do: a practical approach to evals that you can copy.

Jul 29 • Jai Juneja

Why AI 'Company Brains' Fail (and How We Built One that Doesn't)

Traditional RAG retrieval fails on the questions that matter. Knowledge graphs answer them at 1000x the cost. We shipped the middle path.

Jul 20 • Jai Juneja

March 2025

Deep Research: How It Works and How to Build It

The architecture behind OpenAI, Google and Perplexity's research agents, explained by someone who built one. Code included.

Mar 25, 2025 • Jai Juneja

February 2025

Let's get it started.

Feb 25, 2025 • Jai Juneja

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