notes to self

I'm a CTO and software engineer with a passion for building scalable, maintainable, and efficient systems. I love sharing my knowledge and experiences through writing, and this blog is a platform for that.

Stuff

• From Process Managers to Stable Agent Workflows

  Published: 24 Jan, 2026 |  at  10:00 AM

  Agent workflows feel new, but the stability problems they face are not. Here's how decades of integration architecture apply to building production agent systems.

• Keeping State Consistent: Database Transactions in LangGraph Workflows

  Published: 24 Jan, 2026 |  at  10:00 AM

  Three patterns for keeping LangGraph workflow state and database state synchronized - idempotent tasks, read-before-write synchronization, and the transactional outbox pattern.

• An Intuitive Journey Through Statistics & Hypothesis Testing

  Published: 17 Nov, 2025 |  at  10:00 AM

  An Intuitive Journey Through Statistics & Hypothesis Testing in a coffee shop

Recent Posts

• Maths-as-Code for Machine Learning

  Published: 3 Nov, 2025 |  at  12:00 AM

  Translate the maths you see in ML papers into code you can write. A compact cheat sheet mapping notation → intuition → Python/NumPy (and JS).

• Agents, Routing, Patterns, and Actors

  Published: 17 Jun, 2025 |  at  11:00 AM

  Building Agent Networks that Don't Collapse Under Their Own Cleverness

• Agents Are Still Just Software

  Published: 8 Jun, 2025 |  at  11:00 AM

  Agents Are Just Software Why the Next Wave of AI Is Really a Distributed-Systems Story.