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AI for Engineering

How engineers use AI, how to do it well, and what it means for your job. Written for people who ship and run the software, not people who build models.

458 articles · Updated Nov 13, 2026

A person's hands pull the straps tight on a heavy-duty harness woven entirely from ethernet cables, clicking a heavy steel carabiner into place to secure it.

AI Coding Tools · Aug 24, 2026

What is an AI Harness? The Infrastructure Behind Autonomous Agents Explained

An AI harness is the software around a language model that turns it into an agent. Here's what it does and how open-source servers use it.

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A person unrolls an impossibly long receipt that pools onto the floor, circling a massively inflated line item with a red pen.

AI Pricing & Costs · Aug 24, 2026

The Hidden Costs of AI Agents: Why You Are Overpaying for Proprietary APIs

Frontier AI APIs carry 5x to 50x markups over raw compute. Here is the real math on self-hosted inference, routing, and when each wins.

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