Why most automation projects fail in the first 30 days
The teams that succeed treat automation as a product, not a project. Here's what that actually means in practice.
The RAG mistake everyone keeps making
Retrieval-augmented generation works — when you stop treating retrieval like search and start treating it like context engineering.
What we learned building Aria
A nine-step triage process. Five weeks to ship. The three decisions that made the difference between a clever demo and a load-bearing system.
The compound case for internal tools
Internal tools are unglamorous. They're also the most reliable ROI machine you can build. Here's the math.
Stack choices are a tax on your future self
Why we're stack-agnostic, and why most "best practice" stack opinions cost more than they save.
Why we built HYPHR
The studio's origin story — and the gap in the market we're trying to close.