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The Limits Nobody Graphed

The Limits Nobody Graphed

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GitHub published five incidents for August 2026. Three of them are the same failure.

On the 17th, seven and a half hours of degraded service: 29,000 organizations, 4.8 million requests failed or slow, 56% of front-door requests failing at the peak. Three weeks, three incidents, one blind spot — capacity ran out in places nobody was graphing.

Your autoscaler scales the thing you are observing. Saturation happens in the thing you don't.

In this episode:

  • The August 17th outage, and the two beside it on the 6th and the 26th
  • Sidecar concurrency, network flow tables, database primary headroom: limits with no dashboard
  • Why these limits are dangerous: someone else's layer, hard rather than soft, invisible
  • Retry amplification, and how one data center's capacity problem became an authentication outage everywhere
  • Protective throttles set so high they engaged after the damage was done
  • Two lists to build this week: your real hard limits, and your retry code

Links:

  • GitHub Availability Report: August 2026
  • Get the SAI newsletter
  • Atchison Academy courses

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