Vector search is great, but it only goes so far. I benchmarked several ways to improve relevance with surprising results.

The tech industry went from tokenmaxxing to agentmaxxing, which is arguably worse. Here's why.

Agents shouldn't need an account for every utility API. With x402, payment can become authorization and pricing can become route metadata.

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.