Anthropic engineer: 90% of us build systems that prompt Opus 5.5 themselves

GregCook2011 · x · 2026-11-01

An Anthropic engineer's 30-minute walkthrough: "You're not supposed to prompt Opus 5.5 — you're supposed to build a system that prompts itself. At Anthropic, 90% of our engineers have already built these systems."

She shows how Anthropic builds agents that remember context, fix their own mistakes, and get sharper with every run. Shared alongside a "Harness Engineering" guide arguing most people optimize agents at the wrong layer — rewriting prompts instead of building the outer harness.

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