Session

The Spec Is the Skill: Why CLAUDE.md and agents.md Are the New Architecture Artifacts

AI coding agents read constraint documents before they write code. Claude Code reads CLAUDE.md. Block's Goose reads agents.md. Both are now Linux Foundation projects under the Agentic AI Foundation. I ran Kubernetes infrastructure builds with progressively detailed spec files and measured the difference. A prompt with no spec produced scattered output needing constant human intervention. A structured spec with build phases, dependency maps, and completion gates produced significantly better results. This talk introduces spec authorship as a cloud native engineering practice. These files belong in your repo alongside ADRs, Helm values, and Kyverno policies. Five real spec files are Apache 2.0 on GitHub.

Michael Forrester

Preparing Tomorrow's Innovators, Elevating the Average

Atlanta, Georgia, United States

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