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  • August 25, 2026

    The 400 GB Shortcut That Ran for Zero Seconds

    Why an ephemeral cloud sandbox quietly died in twenty minutes while a throttled MacBook finished 139 gigabytes.

    mctsarchitecturecloudstorageworkflow
  • August 19, 2026

    Deduplicating 400,000 Files Without Deleting One

    How we indexed 445,586 files with MD5 hashes, reclaimed 214 GiB via quarantine scoring, and audited cold bucket divergence.

    mctsarchitecturestoragerclonedevlog
  • August 8, 2026

    MCTS: Designing Storage Sovereignty for the Cloud

    How we replaced home servers with Multi-Cloud Tiered Storage across three sovereign realms and idempotent replication.

    mctsarchitecturestorageclouddevlog
  • June 26, 2026

    The NAS That Wasn't: When Hardware Becomes a Liability

    Why a ten-year-old home server became a liability for a nomadic life, and the turning point toward Multi-Cloud Tiered Storage.

    mctsarchitecturestoragehardwaredevlog
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