now
what i'm focused on right now
last updated: march 7, 2026
🎯 Current Focus
Understanding LLM memory — how models retain context, what happens when conversations get long, and the patterns behind effective memory architectures. Building SwitchBoard, a TypeScript library that lets you write an AI agent bot once and have it work on Slack, Discord, Teams, and Google Chat without platform-specific code.
📚 Learning
- LLM memory architectures — how context windows, retrieval, and summarization strategies work together to give models useful long-term recall
- LLM orchestration — coordinating multiple models and steps into reliable, composable pipelines
- Tool calling and tool chaining — how to give LLMs the ability to take actions and compose multi-step workflows reliably
- Better writing and communication — technical skills are only half the battle
🚀 Projects
→SwitchBoard[active]
Building a TypeScript SDK that lets you write an AI agent bot once and deploy it to Slack, Discord, Teams, and Google Chat. One codebase, every platform.
∙Metro MCP[active]
Model Context Protocol server for real-time transit info across DC Metro and NYC Subway. Running on Cloudflare Workers with OAuth 2.1 auth.
⌇This Website & Other Side Quests[ongoing]
Constantly iterating on the design and adding new features. Plus a few other side projects.
🌱 Life
Reading more books and less Instagram. Trying to hit 30 pages a day.
Actively trying to improve my photography skills. Taking more shots, experimenting with different styles.
Trying to read more articles and blog posts. The goal is to fill up and consume everything that I find interesting.