Problem: It’s hard to resolve consistency in a decentralized system - and it’s even harder to do so without a centralized server.
Solution: A bunch of algorithms that enable merging conflicting data into a consistent result, without a centralized server.
Problem: “Cowboy engineering” in the infrastructure is manual and error-prone.
Solution: Treat your Operations as Code, so your infrastructure is on cruise control.
Problem: Having consistent development environments shared across developers is difficult. “It works on my machine”.
Solution: A reproducible development environment that can be versioned, shared and integrated seamlessly with your IDE.
Problem: Advancements in semantic understanding of unstructured data created a treasure trove of meaningful data. But traditional databases cannot efficiently store and query them.
Solution: Vector databases specialize in storing high-dimensional vectors, providing efficient querying mechanisms.
