Thoughts on sovereign AI, local-first architecture, and the future of intelligence.
The velocity story. How we built a secure, syncing, AI-powered launcher in less time than a lunch break. Proof that kernel-first architecture changes the physics of software development.
Trust comes from verification. We built a dedicated node whose only job is to try to break the system. Why dual-node architecture is the only safe way forward.
The cloud era of AI is a temporary anomaly. Physics, economics, and regulation are driving intelligence to the edge. Why bringing compute to data wins every time.
Paying monthly for an API that learns from your prompts is double taxation. Stop training your competitors.
Vector similarity is fuzzy. Truth is precise. Why we combine vector search with graph-based lineage.
The "Individual Contributor" is dead. Long live the Orchestrator. Directing AI swarms for 100x output.
AI handles linear execution. The ADHD mind handles lateral connection. Why neurodivergence is an edge.
We built a specialized AI whose only job is to attack our code. Simulating millions of localized attacks.
Business needs deterministic answers. How we classify AI output as FACT, ESTIMATE, or UNKNOWN.