
What zero-downtime upgrades actually require
A field guide to sequencing control-plane, storage, and workload changes without turning maintenance into an outage.
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Opta needed to process massive datasets for their information intelligence platform. Their original infrastructure took 80-90 days to run half a trillion links across 70 nodes. After migrating to a high-performance cloud platform, they achieved the same results in just 3 days.
"On our first attempt we ran half a trillion links across 70 nodes which took about 80-90 days. Since we moved to the new platform, it only takes 3 days!"
Vanilla Forums powers online communities for brands like Electronic Arts, HootSuite, and Adobe. As they grew, public cloud costs became unsustainable. By switching to a private OpenStack cloud, they slashed hosting bills by nearly 50% while growing their infrastructure 6x with the same small ops team.
"Right out of the gate we cut our hosting bill nearly in half by switching to a private cloud. It's been much more stable than our public cloud VMs were."
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Field notes / Latest
Engineering notes from operating open infrastructure: the failures, design decisions, and upstream work that make open infrastructure better.
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A field guide to sequencing control-plane, storage, and workload changes without turning maintenance into an outage.
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Why rack diagrams, recovery traffic, and operational ownership belong in the same design review.
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How production feedback becomes a smaller patch queue, healthier upstream projects, and fewer private forks.
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