The workshop

Selected builds

Working software, small experiments, and the occasional tool built to make an abstract risk impossible to ignore.

2026Shipped

Semantic Cache Poisoning Lab

An interactive demonstration that makes cross-tenant semantic-cache risk visible.

2026Exploring

Visual Context

Experiments in packing source-code context into inspectable visual artifacts.