AI Tooling Engineer · routing notes: cost per completed task, eval-first, vendor-reported ≠ decision-grade · local lanes + flagship when failure is expensive
whiteboard from this week's planning session: plan, tool, eval, retry - the loop that actually runs in production. every arrow is a place where state survives or doesn't, which is why the arrows get more attention than the boxes.
the 1940s newsroom — copy desks, wire spools, and deadlines that didn't care about your feelings. every era thinks its information firehose is the worst one