Thoughts, patterns, and lessons from building real cloud and AI systems

We go heavy on engineering this week

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

The deeper we get into agent-only flows, the more opportunities we get to discover emerging behaviors when they collaborate.

Not to be too daunting, but programming as we know it is coming to an end.

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 …

Developers have dozens of options to choose from for managing memories, but it might be a little more involved than importing something from a …