Bauen
6 memory layers. Validation gates. Controlled forgetting. Semantic hybrid search across the entire knowledge corpus.
This is what actually works. Not as theory, but as a running system.
12 Terminal Windows: How My AI Learned Orientation
12 terminal windows. A prompt in the wrong one. This is how I taught my AI to stop me. Earlier this year I was running several projects in parallel, each in its …
Validation Gates: My AI System Doesn't Trust Itself
On March 25, 2026, my AI system lied. Not intentionally. It took a rounded figure from an email (958 impressions), treated it as raw data, and carried it into …
6-Layer Knowledge Architecture
Most AI agents suffer from chronic amnesia. They answer brilliantly, but tomorrow they will remember none of it. The problem is not the model: it is the missing …