O'Reilly: Software's Core Artifact Is Shifting From Code to Prompts

luisdans · x · 2026-11-06

Tim O'Reilly published a 21-minute Radar essay on the "new knowledge artifacts" of the AI economy.

Key observations

At Foo Camp, multiple participants said they no longer want someone else's code: they may have an agent review it, extract only the parts they need, and even rewrite those in Rust, because generating exactly the code you want is now so easy.
Jesse Vincent ran a session on the topic; its summary argues software development's primary artifact may be shifting from executable code toward natural-language prompts, generation processes, and developer skills.
One participant compared Python to assembly language, suggesting hand-written conventional code may become optional as natural-language generation takes over.
Others argued open source can survive because its core values — peer production, capacity building, shared specifications — don't depend on who or what writes the code.

Concern

Maintainers are being overwhelmed by floods of uninvited, automated, often low-quality contributions, a new pressure on open-source collaboration.

The essay frames this within the historical pattern that every technology revolution creates new, shareable knowledge artifacts.

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