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From the lab

Thinking, out loud.

Notes on AI, product, and engineering — written by the people doing the work, not a content agency. Full articles are on the way; here's what we're writing about.

AI Full article in the works

What is an AI agent, really?

"AI agent" is the most abused term in software right now. We'll cut through it: what agency actually means, where agents reliably work today (bounded workflows, draft-and-approve patterns, monitored automation), and where they fail.

AgentsAutomation
AI Full article in the works

RAG explained: giving AI your company's knowledge

Retrieval-Augmented Generation grounds AI answers in your data instead of model memory. We'll cover the pipeline that makes or breaks it — chunking, retrieval quality, freshness, and permissions.

RAGLLMs
Process Full article in the works

How we scope an AI MVP

The fastest way to waste money on AI is to start building before you know what "working" means. Our playbook: understand the workflow, design the smallest proving slice, and watch for the classic traps.

ScopingMVP

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