Thoughts on building digital products, engineering culture, and modern tech.
Why your prototype works great in dev but collapses in production — and the system patterns that prevent it.
Read more →A brutally honest breakdown of deploying agents into workflows where mistakes actually cost money.
Read more →Token streaming, batching, caching, and when you should actually switch models.
Read more →What to build first, what to ignore, and how to hit proof-of-value before you run out of energy.
Read more →Skeletons, progressive reveals, and UX tricks that hide model delays while keeping users calm.
Read more →Why retrieval performance has nothing to do with ‘just picking the right database’.
Read more →

Whether you have a clear plan or just an idea, we’ll help you define next steps and bring it to life.