About
What is this?
Type Kaizen is where I write about building software systems that get better over time. The blog covers two tracks: production TypeScript patterns that catch entire categories of bugs at compile time, and AI-powered engineering workflows that make our tools smarter with every session.
Who am I?
I studied computer science at Stanford and have built out the codebase of multiple startups as an early engineer. I’ve shipped production systems where type safety, authorization, and observability mattered.
What I cover
- TypeScript patterns that catch bugs at compile time: runtime validation, flavored types, witness patterns
- Effect.ts deep dives: layered architecture, database transactions, composable authorization
- AI-augmented workflows: giving Claude Code persistent memory, connecting it to our team’s tools, and building LLM-powered project managers
- Knowledge architecture: structuring Notion for LLMs, MCP vs CLI decision frameworks
- Integration guides for tools like Sentry and PostHog
Who is this for?
Engineers and teams who want more out of their type systems, their AI tools, and their development process.
Get in touch
For inquiries, comments, or questions, reach out at the links below!