Unverified50% confidenceEventExact time
The authors conducted a stored-memory audit of two reproducible traces (OpenHands/SWE-rebench and PlasmaFAIR/sdf-xarray, totaling 185 messages), ultimately classifying 64 note entries.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedA text note system maintained by one developer has about 220 notes and nearly a million tokens, with one note per topic, the current state at the top and a dated history at the bottom.67% similarUnverifiedThe author ran ruleherd on his own machine (including scanning the global configuration) and got GRADE B (85/100), scanning out 9 instruction files, about 4,757 tokens of agent context, and three duplicated passages each appearing in 6 files.63% similarUnverifiedIn a memory test where "account ID 7731, net-45 terms" was deliberately planted, the full history remembered it 3/3 times, the most recent 6-turn sliding window remembered it 0/3 times (answering "account ID not received"), and summary + most recent 4 turns remembered it 3/3 times.62% similarUnverifiedKey constraints during memory storage include checking for duplicates before writing, prioritizing updates to existing files, and keeping Descriptions accurate.61% similar
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