Derek Munro didn’t think much about LLM security 2026 until the week his team’s new support chatbot started quoting internal refund polici [...]

Priya Ashford runs a nine-person payments startup out of Denver, Colorado. Ten, if you count the contractor who shows up on Tuesdays. Most mornings sh [...]

Two days before launch, Dana Ruiz found out her token contract had a hole in it big enough to lose forty thousand dollars. She was building a small le [...]

Walter Pruitt runs a meat processing and cold storage outfit outside Springfield, Missouri. Seventy people on payroll. Third generation — his grandf [...]

Renee Castellano sells cast iron and copper cookware online out of Asheville, North Carolina. Eleven years now. Started the whole thing out of a garag [...]

Renee Castillo runs a 60 person healthcare staffing agency out of Tampa, Florida. Good business. Steady contracts with three hospital systems. Last fa [...]

Marcus Webb runs a mid-sized logistics company outside Columbus, Ohio. Last winter he asked his ops team for “an AI model that predicts delays.& [...]

Dale Whitfield runs maintenance for a mid-size auto parts plant outside Toledo, Ohio. Eleven years on the floor. He can tell you, just by sound, when [...]

My neighbor runs a small marketing agency out of Raleigh, North Carolina. Eight people, three big clients, one of which pays late every single month a [...]

My neighbor runs a 30-person accounting firm out of Scottsdale, Arizona. Smart guy. Pays his taxes, knows his margins. Two years ago he told me — an [...]