5 Core Skills Every AI Engineer Needs

5 Core Skills Every AI Engineer Needs

The five core skills every AI engineer needs are retrieval-augmented generation (RAG), evals, agent orchestration, vector databases and observability. Most teams are strong on one or two and blind on the rest. Here is what each one actually involves, drawn from 16 years in software engineering and 5+ years leading remote engineering teams.
10 UX Best Practice Patterns for Non-Technical Founders

10 UX Best Practice Patterns

UX best practice patterns are proven, reusable solutions to common design problems, from skeleton screens and progressive disclosure to large clickable targets and destructive action warnings. This guide covers ten of the patterns that remove the most friction for the least effort, curated for founders and product teams.
5-App-Maintenance-Strategies-for-Non-Technical-Founders

5 App Maintenance Strategies for Non-Technical Founders

App maintenance strategies for non-technical founders come down to five decisions: budget for the software tax, set up automated error monitoring, secure a support retainer, audit third-party integrations quarterly, and enforce a code freeze during updates. Fifteen years in software engineering, distilled into what keeps a product alive after launch.