# Now

> What I'm currently focused on. Inspired by nownownow.com.

*Last updated 2026-03-07*

## 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

## Active 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.

## Reading

30 pages/day

---

Source: https://www.anuragd.me/now