Cover: a real qa-probe run against our own stack, cropped to the summary - internal product detail withheld.

We are building LightShield, a SIEM that is in active demo right now. We built

most of it pair-programming with an AI coding assistant wired in over MCP - it

ran our stack, read the errors, and patched its own code. For a small team that

is a superpower. Until an endpoint failed.