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17 Mar 2026

AI Engineering 17 Mar 2026

A Short Map Beats a Long Manual

Progressive disclosure at repository scale - how a hundred-line map steers agents through a million lines of code, what OpenAI's Codex experiment actually reported, and the benchmark run where changing only the harness moved an agent from Top 30 to Top 5.

AI Engineering · 7 min

06 Mar 2026

AI Engineering 06 Mar 2026

Write and Select — Two Pillars of Context

LangChain's four-pillar taxonomy gives context engineering its working vocabulary - this part walks the first two pillars in depth, authoring what the agent wakes up knowing and choosing what a task actually needs.

AI Engineering · 7 min