practical takeaway for builders: agent context docs seem to help only when they contain non-obvious project constraints, not generic rules. in my own workflows, the useful bits are things like failure patterns/edge cases or antipatterns ("don't do X") collected over time. this paper is a good reminder that context quality matters more than context volume.
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