The MCP Trust Deficit

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

mcpgovernancesecuritysupply-chainai-opsenterprise

Three Ways Your API Lies: Lessons from GitHub's Rough Week

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.

observabilityincidentsgovernancepost-mortemai-opsarchitecture

LLM-Assisted Post-Mortems: The Streetlight Effect, Industrialized

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.

observabilityllmpost-mortemmcpincident-responseai-opsgovernance

Human-in-the-Loop for MCP: How the Approval Gate Works

Your LLM just deleted a production alert rule. The approval gate blocks irreversible operations — not every call, just the ones where 'undo' means filing a support ticket.

mcpmcp-hangargovernancesecurityllmenterprisehuman-in-the-loop

The MCP Governance Problem Nobody's Talking About

Everyone's plugging unvetted MCP servers into production LLMs. Nobody's asking who's liable when they leak credentials or delete data. The governance gap enterprises are ignoring.

mcpgovernancesecurityllmobservabilityenterprise