Blog

Notes From the Build.

Laravel, AI agents, SaaS architecture and the occasional business lesson.

A pragmatic path from tool-calling experiments to something customers can actually rely on.

Subscriptions, proration and the queue design that keeps invoices honest.

Retry strategies, idempotency keys and why your webhook handler should be boring.

Every feature you ship is a feature you maintain. Here is how I choose.

Treat your tool schemas like public contracts and the model behaves.

Junior to team leader in the same building. The trade-offs nobody mentions.