The methods, economics, and lessons behind AI that lasts in production — written by the engineers who build it, for anyone who wants to learn. Read online, or take the full paper with you.
General AI tools try to do a bit of everything. Aegis does one thing: understand your security environment — vulnerabilities, threats, suspicious code, alerts — and get the details right, where general chatbots guess or invent. It runs entirely on your own infrastructure, so sensitive data never leaves your network, and it’s built to be efficient enough to run every day without runaway costs.