SecKC · September 2026

My Network Has Commitment IssuesAI Debugged Its Feelings

Networks promise reliability but ghost you at 3 AM. I got tired of reading logs, so I taught AI to be my troubleshooting partner. Everything from the talk lives here.

Demos

Each one was generated live on stage from a single prompt. Nothing hand-drawn, nothing tidied up afterwards.

Demo 1 · live

Network mapping & discovery

Dropped into an unfamiliar environment. See the thing fast.

Hi GLaDOS, discover this AWS environment and show me the paths and dependencies that matter. Express this output as a HTML/CSS interactive diagram.

Open the map

Demo 2 · live

Architecture review

A sounding board that never gets defensive about your design.

Hi GLaDOS, review the architecture in this AWS environment. Which failure points create the largest blast radius? Express this output as a HTML/CSS interactive diagram.

Open the analysis

Demo 3 · extra credit

Architecture documentation

When did you last update the diagram after shipping a band-aid fix? Right.

Hi GLaDOS, write a script that runs on GitHub Actions so that as I push an IaC change it updates my architecture documentation. Express this as a living README using Mermaid.

See the template

Also here