Why AI Teams Need a Memory Layer
AI-assisted software teams need durable memory for decisions, constraints, and provenance—not just better chat or task tracking.
Technical Blog
Practical notes on AI memory systems, benchmarks, and deployment decisions.
LongMemEval notes: Q retrieval is now above the production-fit line
Our latest memory-eval run reached 90% post-curation LLM-judged correctness while staying under the retrieval latency threshold.
Conflict detector benchmark: high precision, with honest recall caveats
The latest Q conflict-eval run found 52 true positives with zero observed false positives across 86 scenarios.