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Real incidents from GitHub, Cloudflare, Linear and others, structured and exposed over MCP. Plug it into Claude or Cursor and ask how production actually breaks

all abuse event api gateway auth background degradation background jobs bgp misconfiguration cache cache stampede capacity shortfall

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Drop this into Claude Desktop or Cursor. Then ask your agent about cache stampedes, BGP failures, or DNS outages.

"open-playback": {
  "type": "http",
  "url": "https://open-mcp.aftermath.sh/"
}

1 encore

Sorted by date

GitHub
Apr 23, 2026
SEV-1
Billing service config change overwhelmed cache, degrading github.com, Codespaces, Packages, and Actions
A configuration change to an internal billing service caused a shared cache to be overwhelmed, leading to request timeouts and degraded experiences across github.com, Codespaces, Packages, Copilot, and Actions. Web requests returned 5xx errors, Codespaces create and resume requests failed at high rates, and a large fraction of Actions jobs were delayed or failed. The mitigation rolled back or corrected the billing configuration; Actions then drained its queued backlog.
48mNot disclosed affectedgithub.com web, Codespaces, Packages, Copilot, Actions
cachecache stampedecascading failureci/cd

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Production failure memory for your AI coding agent

Billing service config change overwhelmed cache, degrading github.com, Codespaces, Packages, and Actions

Turn your incidents into structured post-mortems.

Production failure memory
for your AI coding agent