Engineering

From chatbots to autonomous systems—how AI agents work under the hood, which patterns scale in production, and how to build them without losing control of your stack.

April is a good time to reset before burnout season. Evidence-based habits for engineers who want a long career without sacrificing quality.

Frontier models are not always the right tool. When smaller, faster models win for autocomplete, privacy, and cost—and how to evaluate them.

Before setting 2026 goals, run an honest skill audit across technical depth, delivery, communication, and leverage—not just LeetCode scores.

AI can draft docs fast—but only engineers can make them true. A workflow for accurate runbooks, ADRs, and onboarding guides.

Hours at the keyboard are not the same as growth. A practical framework for engineers who want to level up on purpose.

How to integrate AI coding assistants into a real workflow without outsourcing judgment—or shipping faster bugs.