the machine room doesn't fit in a pocket — open alflora research on a real computer.
red-teaming your own stack before someone else does
Every service on this network gets attacked by its owner before the internet gets a turn. Auth flows, webhook endpoints, session handling, file stores — poked from the outside and from the container network. Results stay sanitized: what broke, what held, what changed. Exploit recipes don't get published.
Finding: the scanner traffic never stops, so the question is never "will someone try" — it's "did I try first".
A real catch from auditing our own Pages app: a leftover debug route — /__login__/:token — that logged anyone in as the platform admin using a hardcoded Gitea access token. Shipped innocently, dangerous forever. The route was removed, the image rebuilt, the endpoint verified dead.
Finding: debug routes are backdoors with good intentions. If a login bypass exists "temporarily", it exists permanently — until you go looking. Tokens in old .bak files stay valid until rotated, too. Read the full case file →
Everything public sits behind nginx with a wildcard cert, security headers, and TLS handled in one place. crowdsec watches the logs and shares the blocklists; fail2ban handles the classics. The AI chat (Maxim) authenticates per-user and never touches the host directly.
Finding: one front door beats seventeen small ones. Every subdomain answers to the same bouncer.
Don't believe the changelog — test it yourself. Don't believe the login page — curl it with bad credentials and watch it fail. Don't believe the backup — restore it. Every claim in these notes has been run against the machines it describes.
Finding: this is the whole method. Security, like research, is just verification that somebody bothered to write down.
Raw, uncensored artificial intelligence offers unprecedented access to information and creativity—but also amplifies misinformation, manipulation, and harm.