Recent October incidents on GitHub, including multiple degradations on October 6–7 affecting Git Operations, Pull Requests, Actions, Issues, and webhooks, have lasted between roughly 40 minutes and 3 hours 48 minutes, keeping the 3–6 hour and 6–12 hour buckets nearly tied at 40.5% and 45.5%. Traders weigh the platform’s pattern of repeated early-month disruptions—often tied to deployment rollouts, load-balancer strain, or database changes—against its history of occasional longer outages exceeding four hours. The slim odds on sub-three-hour resolutions reflect expectations that ongoing reliability pressures could produce at least one extended critical incident before month-end, while the modest 13% on 12+ hours accounts for the possibility of rapid mitigations or isolated events.