Practical insights on platform architecture, AI-assisted development, and making deliberate technical choices.
When AI only sees a slice of your codebase, it misses the big picture. I built a Roslyn-based documentation generator that creates system-wide references - so AI can understand the full breadth of my project.
Lineage MCP is a Model Context Protocol server that gives your AI the context it needs when it needs it.
Stop manually listing context files in every prompt. A simple slash command lets your AI intelligently load relevant AGENTS.md files and DDRs based on what you're working on. The AI figures out what it needs to read.
AI makes architectural consistency harder, not easier. Without documented decisions, AI agents make different assumptions every time.
AI coding assistants work better when they understand your codebase. AGENTS.md/CLAUDE.md files are machine-readable cheat sheets that help AI learn your architecture, patterns, and quirks before touching any code.
