Emma's Blog

Learning and musings from a non-techie product person on building automations with AI agents, AI eval pipelines, and other stuff….

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AI Transformation: Dealing with Uncertainty

How do we help colleagues deal with uncertainty better?

Sep 7, 2026

AI Governance from the Ground Up

My checklist so far on integrating AI governance as I am building products and automations

Jul 10, 2026

LLM Evals: Open Coding, the Dev/Test Split, and a $1.75 Lesson About Scorer Choice

Some recent learnings and general musings on evals

May 30, 2026

What I Learned Building a Small RAG App with Replit Agent and Braintrust

I've been building an LLM-backed chatbot. Retrieval-grounded, citing sources, the standard RAG pattern. I used Replit Agent to scaffold most of it and Braintrust to tell me whether it actually works.

Apr 28, 2026

I built the same app twice because I wanted to see what had changed

Twelve months ago, it took three tools (Lovable, Supabase & n8n) and some orchestration. This year, it took Replit and an afternoon.

Mar 13, 2026