I've been a Mem0 subscriber for a while now, but I keep hitting that wall where my agents "forget" the timeline of facts (the classic amnesia when a user updates their info). I saw Aurra launched on HN recently and then caught their bi-temporal memory blog that dropped today. I decided to pull the trigger on their $29 plan to see if the hype was real.
The Test: I ran a few of my enterprise test cases, specifically ones where a user's data changes multiple times over a month (e.g., "User lived in NYC in Jan, moved to Austin in March, but is visiting NYC again in May").
The Results: Honestly, it was way more than I expected.
Integrity: Unlike my previous setup that would just "guess" which city was current based on vector similarity, Aurra’s bi-temporal versioning actually tracked the valid time vs system time. It knew the user was currently in Austin but historically in NYC.
Citations: Every recall came with a clear audit trail. For company-level stuff, this is a non-negotiable for me.
I’m seriously thinking of switching my entire company-level framework over to Aurra. Has anyone else here experienced their enterprise framework yet? It’s obviously a newer launch, but the delta in accuracy for long-horizon tasks feels massive.
Any advice from those who’ve integrated it into a production stack? Is the enterprise support worth the jump, or should I stick to the $29 plan for now while I migrate?