... Version 2.4 makes Second Brain better at finding the specific memory you meant while reducing irrelevant connected context. Your existing memories benefit automatically. There is nothing to recapture or reindex. Sharper recall Better recovery of specific, older, and easily buried memories More useful answers to why and how questions Fewer close-but-wrong results and less graph noise Strong existing matches remain protected while promising buried memories get another chance Review outdated memories The may be out of date indicator ...

... Targeted Caching Hot responses + tool I/O caching to cut infra spend. Real-time Ingest CDC streams keep data fresh within seconds. Privacy & Policy Row-level tenancy + field-level encryption baked in. Observability Drift monitors, query traces, and auto-reindex alerts. It s not just RAG. It s a database strategy for agentic AI: portable, efficient, and production-grade. We ve paired this with our Rust-powered execution core (lock-free scheduling + atomic counters) so GraphBit doesn t just orchestrate ... ... your feedback: What s the biggest data pain you ve faced in scaling AI agents? Try it here: @GraphBit Musa Comment from Ghost Kitty(@ghost-kitty-8904015): Comment Deleted Comment from Musa Molla(@musa_molla): @imrul_kayes10  Freshness vs