Sirui Sun (@SiruiSun) profile picture

I lead product for Agent Bricks - Databricks' agent developer platform.

San Francisco, California, Uni
Joined January 2012
Photo by Sirui Sun (@SiruiSun)
Sirui Sun retweeted
Jev 1.14 is out on @databricks Built for fast decisions and complex tasks, we’re excited to partner with @typesafeai to bring Jev to all our customers! Enable it for your account and try it out today 🚀 docs.databricks.com/aws/en/m…
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Sirui Sun retweeted
Introducing MemCurrent, a persistent memory architecture designed to help production agents stop starting from zero. MemCurrent combines episodic memory with derived memory across three access patterns: • Plugins to log and load context automatically • Tools the agent calls on demand • An offline “dreaming” pipeline that consolidates memory in the background Agents carry forward user preferences, prior corrections, metric definitions and successful workflows instead of rediscovering them every session. On our internal benchmark built from real enterprise data, MemCurrent triples the agent's pass rate while using 31% fewer tokens and running 26% faster. It's built into Agent Bricks' Memory offering and already powers memory in Genie. Read the research: databricks.com/blog/memcurre…
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Most agent memory is a guess. When to distill? What to keep? What to pull back into context? Guess wrong, your agent gets worse. Our research team's MemCurrent architecture: 3x more tasks passed, 31% fewer tokens. Agent Memory is live on @Databricks databricks.com/blog/introduc…
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