Local AI agent design
An agent that writes files is one more user account.
Read →Technical capabilities
Eight domains, and the trap each one cost me.
These pages are not product sheets. Each one lays out a real problem, how I solve it, and above all a trap learned in the field — the counter-example official documentation does not mention and that costs a week to discover alone.
Sourced RAG architecture
A RAG that invents is worse than a search engine.
Read →Apple Silicon deployment
128 GB of unified memory, and it still runs out.
Read →MLX optimization on Apple Silicon
Which model do you kill to load the next one?
Read →AI agent cybersecurity
OWASP ASI Top 10, translated into controls that exist.
Read →Workflow automation
The assistant that proposes — and learns from what you decline.
Read →Python, FastAPI, React development
Python, FastAPI, React — and refactoring that blows nothing up.
Read →Support and training
Your team takes over, or the engagement failed.
Read →Your data cannot leave the building?
Describe the use case, the data involved and the available hardware. I answer personally within 48 business hours.