How we think about AI delivery.
Working notes from Kairoi — on spec-based development, agentic delivery, and what we are learning as we build production AI systems for our clients.
Featured
The methodology underneath every Kairoi engagement.
A Practical Approach to Spec-Based Development with Claude
How structured specifications become the interface between human intent and AI implementation — and what it takes to make that interface trustworthy at scale.
Read the article →
Companion pieces
Two angles on the same practice.
Engineering · Practice
Specs as the Language of Handoff
Why writing the spec — not the prompt — is the skill that separates production-grade AI delivery from impressive demos.
April 2026 · 6 min read
Read →
Engineering · Platform
Agentic Development, In Practice
How a working library of agents and skills accumulates into a delivery system — and why that system shaped the platform we sell.
July 2026 · 7 min read
Read →
Want to talk about how this applies to your work?
The methodology behind these articles is the same one we use in every Kairoi engagement. We’d welcome the conversation.