A stream handler isn't an outbox. The transactional outbox pattern is the natural way to solve the dual write problem, but it can be trickier than you think to implement correctly.

Turn deferred event delivery into an EventBridge primitive so any app can schedule work without managing EventBridge Scheduler itself.

Before you build the pricing page, ask yourself whether your project really needs users.

So much of agent traffic is repetitive. By adding in caching layers, you can both improve your user experience and decrease your bills in one fell swoop.

I built an AI agent with its own identity, MFA, and scoped credentials. It's still not safe. Here's why local is the wrong place to run it.

AI agents often run with more access than they should. Here's how moving to session-based identity changed how I design and trust autonomous systems.

AI can generate APIs quickly, but maintaining structure is harder. Here’s how I used Postman to enforce contracts, tests, and CI across the API lifecycle.

Serving images from S3 worked for years, until it didn't. Here's how I moved image optimization out of my workflow and made performance the default.

I built a deliberately overengineered serverless hackathon project with agents, event-driven choreography, and what not to do... on purpose.

"Do as I say, not as I do" applies hard with MCP. We talk a lot about the problems and not enough about practical solutions. The comic is a nudge to shift from critique to construction.