Posts tagged with “ai-ops”

Twenty-two thousand MCP servers. Zero mandatory security checks. The protocol won — the trust layer never shipped. An audit of what's actually exposed.

Four GitHub incidents in five days. Three are the same failure wearing different masks — stale caches, ghost state, retry storms. That pattern is probably in your stack too.

You pasted logs into ChatGPT and got a plausible RCA. It's wrong. What changes when your LLM can query the observability stack directly — and what new failure modes that creates.