prfa

building intelligence. not performing it.

projects

sam-framework

AI agent framework for Solana blockchain operations and memecoin trading

greflect

multi-agent grok ai self reflection experiment

thoughts

Context Architecture: Beyond Prompt Engineering to Systemic Intelligence

Modern AI Development: System Architecture and Production Patterns

MCP Implementation: Building Tool-Enabled AI Systems with Model Context Protocol

AI Safety Implementation: Technical Deep Dive into Production-Ready Security Layers

RAG and Vector Databases: Mathematical Foundations and Production Implementation

press ? for shortcuts