Charity Majors closes Honeycomb's AI Norms & Values series with the principles the company holds true, how it uses AI day to day, and its ethics stance on AI.

AI-generated work can look finished without being understood. That uncertainty erodes trust, slows reviews, and leaves colleagues doing the missing work.

A framework for thinking about when AI involvement is additive or a violation

Both sides are grappling with a real existential threat, and both sides feel like they are screaming into the void. Here's how to close the gap and get everyone pulling in the same direction.

and all I got was locally searchable traces, metrics, and logs.