AI ENGINEERING
Every Schema Is a Worldview
SUMO tried to encode all of reality into first-order logic. Its directory listing is a philosophical argument most AI engineers have never …
Software Dark Factories
Dark factories are coming to software. The shift from artifact-centric correctness to scenario-driven validation changes what you build and maintain.
Broken English Is Better Prompt Engineering
A 2025 study found Polish outperforms English in long-context LLM tasks. Ukrainian grammar instincts explain why — and how anyone can prompt better.
Why Your LLM Asks Questions (And Why You Should Too)
How RLHF trains models to seek clarification instead of guessing — and a four-agent pipeline that brings the same discipline to your own requirements.
Context Engineering: The Skill That Actually Matters
Context engineering — not prompt engineering — is where the real leverage lives. The discipline of deciding what goes into the context window, and …