Posts tagged with “mcp”

Nine seconds. One curl. A startup's production data and all its backups, gone. The agent wrote a confession afterward — and the confession was the least useful part. Same architecture failure, third time this year.

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

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.

5,300 measurements, 6 scenarios. The headline is 19.6× speedup — the real findings are that stdio isn't serial, framework overhead is zero, and a hardcoded constant was capping your throughput.

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.