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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.

A spring 2026 roundup: container queries in production, view transitions, improved observability APIs, and what to adopt vs. wait on.

Notion graveyards help nobody. A lightweight PKM for engineers: capture, link, and retrieve what matters from incidents, books, and code.

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