My AI Journey
Curiosity, hands-on experiments, and progressively larger systems turned an interest in how AI works into practical production experience.
ai
machine-learning
local-models
agents
learning
Notes
Durable technical notes, observations, and lessons learned.
Thinking Before Delegating to AI
AI output usually reflects missing structure in the request. Clearer thinking before delegation improves results more than repeated prompting.
ai
development
systems
architecture
Translating JavaScript Crypto Logic into Python
Porting cryptographic logic across languages is usually about data representation discipline, not only algorithm familiarity.
wireguard
python
javascript
cryptography