What I Reach For

The daily workshop — what I actually build with.

The agent layer

• Local-first LLMs running entirely on my own machine.
• Claude as the agent layer I work through.
• A check-with-me-first pattern wrapped around anything that matters.

Focus areas

• Agentic systems & multi-agent orchestration
• Context management & long-term memory
• LLM integration & prompt engineering
• AI-augmented SDLC
• API design

Engineering foundations

• Laravel, ReactJS, and in-house MVC frameworks
• J2EE
• MinIO
• Nvidia CUDA

Related

• What I'm Building - Where these tools go.
• The Path Here - Where they came from.