Blog
Notes from the engineering.
Written by the people doing the work, not a content team writing about it secondhand.
Blog
Written by the people doing the work, not a content team writing about it secondhand.
Writing a clever prompt was never the hard part. What actually breaks agents in production is what you feed them, and when.
Arjun Rao · Senior AI Engineer — August 24, 2026
AI coding tools ship features fast. The bill for that speed usually arrives about a quarter later, in code nobody wants to touch.
Priya Nair · Senior Software Engineer — July 8, 2026
Add a second agent and you don't get double the intelligence. You get a coordination problem, and those fail in predictable ways.
Arjun Rao · Senior AI Engineer — June 15, 2026
Routing most traffic to a small, cheap model and saving the expensive one for the hard cases isn't a compromise. It's usually just correct.
Priya Nair · Senior Software Engineer — May 4, 2026
Almost 60% of AI leaders name legacy integration as their top barrier to shipping agentic AI. The fix usually isn't a rewrite.
Arjun Rao · Senior AI Engineer — March 10, 2026
The website isn't dying. But writing it for a reader who clicks through is now the exception case, not the default one.
Priya Nair · Senior Software Engineer — February 18, 2026