A foundational blueprint for AI-native engineering: machines produce, humans direct, and persistent repository memory replaces traditional institutional culture in the software development lifecycle.
Loved the shift from “more code” to “better governance” in this AI‑native SDLC framing, especially the frozen baselines + 14‑day DONE.
I’m building a multi‑agent lab where each agent has an identity card, scoped permissions and a human overseer, and your piece really reinforced the idea that this agent‑governance layer should be first‑class infrastructure, not just internal glue.
Loved the shift from “more code” to “better governance” in this AI‑native SDLC framing, especially the frozen baselines + 14‑day DONE.
I’m building a multi‑agent lab where each agent has an identity card, scoped permissions and a human overseer, and your piece really reinforced the idea that this agent‑governance layer should be first‑class infrastructure, not just internal glue.