Launched this week

Aether Core
O(1) Spatial Lookups & Raft Consensus with Zero RAM
2 followers
O(1) Spatial Lookups & Raft Consensus with Zero RAM
2 followers
A proprietary distributed architecture eliminating background RAM overhead. Aether Core combines $O(1)$ sparse memory lookups with fault-tolerant Raft consensus to eradicate deterministic latency spikes in 2D spatial and cognitive systems.


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Hi Product Hunt! 👋 I'm Beksultan, the maker of Aether Core.
When working with complex 2D spatial systems and distributed AI agents, I faced a massive bottleneck: constant background RAM consumption from inactive nodes. To solve this, I developed Aether Core.
It’s a distributed architecture that combines $O(1)$ flat coordinate lookups with a unique "Lazy State Hydration" method. The result? 0-byte background RAM overhead for dormant states, all kept perfectly in sync with a fault-tolerant Raft consensus engine.
This architecture is fully backed by my published academic research (Zenodo DOI: 10.5281/zenodo.24036143).
I built this for engineers dealing with heavy spatial data, distributed backends, or agentic AI workloads. I’d love to hear your feedback and answer any technical questions about the architecture!