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Fragmentation review A working session: we map your stack against the Field Guide and identify the top fragmentation costs. Diagnostic engagement We run the full diagnostic across hardware, inference, agent, and enterprise layers and deliver a scored report. Advisory / ongoing Retained advisory for teams executing a defragmentation roadmap over weeks or months. Press / editorial Quoting an essay, requesting commentary, or coordinating on a story. Other Anything that doesn't fit above. Tell us what's on your mind.

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