- Who it helps
- Researchers comparing memory policies for coding agents.
- Availability
- The October 19 paper is public and identifies a NeurIPS workshop acceptance. No full evaluation was executed in this check.
Record selectively
The proposed approach stores compact phase documents, provides experience at task start and removes it after one exposure. This changes when an agent records and receives prior experience.
Treat the result as preliminary
The independent comparison flags that the pooled resolution-rate difference was not statistically significant. A better-looking point estimate alone does not establish a reliable improvement.
What you can do
- Compare resolution uncertainty and cost on the same tasks before adopting the memory policy. Open reference ↗
Where the evidence stops
Task costs and resolution results remain author-reported. The broader reliability claim needs replication.
Sources read. Public sources checked October 28, 2026. No installation, model inference or complete product workflow was executed.
Sources & further reading
Paper · paper
REM: carry compact experience between coding tasks ↗
Supports the subject identity, stated behavior and verification limits.
arxiv.org · page checked 2026-10-28
Web · analysis
The AI papers that mattered this week ↗
Supports the subject identity, stated behavior and verification limits.
wasnotwas / Jarvis · page checked 2026-10-28
Coverage note: Original X posts were inaccessible; comparable independent demonstrations, discussion and complete historical coverage were not established.
The record over time (1)
Dated source checks and published explanations. An observation date can differ from the original release date.
- · Added to Current
REM explores carrying compact experience between coding tasks, with more recording when an agent struggles.