Notes on building, shipping, and running software

Practical perspectives from client work on delivery, infrastructure, commerce, and AI, not generic thought leadership.

AI5 min read • Mar 12, 2025

When AI automation is worth building

A short checklist we use before putting an AI feature into a client's production environment.

by Digitli team

5 articles

The difference between 'we host it' and a team that watches alerts, patches servers, and handles incidents.

Payments, tax, shipping, and the details that break when you expand a commerce setup into another market.

How we turn a rough idea into a buildable first release: boundaries, risks, and what to defer.

Shared codebase vs platform-specific polish: how we choose for client mobile apps.

A practical baseline for teams that have outgrown 'SSH and hope' but aren't ready for a full SRE org.