Tagged: context engineering
5 articles on context engineering.
Prompt Engineering Didn't Die. It Got Unrolled.
Everyone keeps announcing the death of prompt engineering. They are describing the symptom, not the shift. The loops you used to run by hand — refine, retry, verify, learn — moved out of your head and into infrastructure. Four of them, simultaneously.
Table Stakes for Pragmatic Development Using LLMs
Updated for 2026: lessons from two years of using Claude Code in production. Context engineering, real eval frameworks, model economics, and agent workflows — what actually works.
RAG Isn't Dead. You're Just Using It Wrong.
The 'RAG is dead' narrative is wrong — but it's wrong in an interesting way. After building RAG systems in healthcare production, here's what actually kills LLM context quality and what to do about it.
Beyond Chunks: Why Faceted Context Is the Future of RAG
Chunk-based RAG returns results. Faceted context gives agents peripheral vision — an understanding of the information landscape that lets them navigate rather than just consume. Here is what that looks like in a domain where getting it wrong actually matters.
Context Engineering: The Skill That Replaced Prompt Engineering
After 12 years in ML and two years building production AI systems, I stopped obsessing over prompts. The engineers who ship better agents are not writing better instructions — they are designing better information spaces.