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Notes from building AI that ships
What we learn taking AI agents, chatbots and apps from demo to production, written for founders and product teams.
25 October 2026 · 14 min read
Why AI Chatbots Work in the Demo and Break in Production (and How to Fix Them)
12 reasons AI chatbots fail after the demo, from retrieval and stale data to evals, guardrails, latency and cost, and how to fix each one.
25 October 2026 · 7 min read
AI Agency vs Freelancer: Who Should Build Your AI Agent?
When a freelancer is the right call for your AI agent or chatbot, when an agency is, and the questions that tell you which one you need before you spend anything.
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