After years of watching smart teams mistake sampling for safety, I no longer ask how many AI tests we ran, only which failures we have made impossible by design.
The integration positions Anthropic to better compete with command-line tools from Google and GitHub, both of which included enterprise integrations on launch.
In uncertain times, the most effective leaders aren’t the loudest or most charismatic — they’re the ones who consistently show up, stay grounded and lead with intention.
Scaling challenges lie in balancing the delivery of personalized, high-touch service with the demands of expanding operational capabilities across a growing business.