Both at-budget and fixed-interval compaction throw away context blindly. Instead have the agent tag its trajectory as typed episodes with explicit dependency links, then deterministically evict whole episodes only when nothing still-live depends on them — a graduated lifecycle that stays in budget over arbitrarily long runs.
Annotate Context as Dependency-Linked Episodes, Then Evict Graduated
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