Archives

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.

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 in a coffee shop

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

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

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