Ground Truth
Tagged infrastructure
2 pieces
- · 7 min read
Fleet Scale Changes the Failure Mode, Not Just the Number
A platform that works at a hundred nodes and fails at twenty-five thousand did not run out of capacity. It met failures that do not exist at small scale: monitoring that damages what it monitors, silence that no poller notices, and heterogeneity that only appears once the sample is large enough to contain it.
- · 7 min read
Desired State: How Fleet Systems Made Double Execution Impossible
Infrastructure engineering solved a problem AI agents are currently rediscovering. Declaring the state you want, rather than the action you want taken, makes repeating an operation harmless by construction. The interesting part is not the idea. It is exactly which properties do the work, because two of the three are usually missing when people borrow the pattern.