Architecture
How I structure systems
A look at the recurring patterns behind the projects I build — not tied to a single project, but the shape most of them take.
AI Agent Architecture
How I structure an agent that can reason, call tools, and act on external systems.
User
Frontend
API
Agent
Tools
LLM
Database / APIs
Document Processing
A pipeline for turning unstructured documents into validated, searchable data.
PDF
Extraction
LLM
Validation
Database
Search