Resources
Blog
Writing from the Auld team on agent memory, context engineering and evaluation.
Start with these explainers
- ExplainerWhat is agent memory?The vocabulary and the requirements.
- ExplainerContext engineering for AI agentsDeciding what enters the window.
- ExplainerVector, graph or memory?Which layer answers which question.
Evaluation
- MethodHow to benchmark agent memoryOperations, baselines and a publication checklist.
- SuiteLongMemEvalWhy updates and abstention matter.
- SuiteBEAMMemory as history grows.
Build
What we write about
- Engineering: how supersession, time and scoping are implemented, and the trade-offs we chose.
- Research: evaluation methods, with raw outputs when we publish results.
- Announcements: API and product changes, mirrored in the changelog.
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