opus 4.8 on long agent chains, go re-test your nastiest workflows before assuming anything

if your agents run long tool using chains, the reasoning quality is the story this cycle. scaffolding that was load bearing six months ago may be doing nothing now, or actively getting in the way. re-run your hardest flows before trusting your old prompt engineering.