Agentic systems are probabilistic and must be designed with guidance, validation, and guardrails rather than treated like deterministic software. The most reliable architectures combine LLM-driven ...

Compared with System.Text.Json, protobuf-net, MessagePack for C#, Orleans.Serialization. Measured by .NET 7 / Ryzen 9 5950X machine. These serializers have IBufferWriter<byte> method, serialized using ...

Neat is using agentic AI, intelligent framing, and flexible room modes to turn passive video endpoints into “thinking spaces,” giving IT a blueprint to modernize meeting rooms for hybrid work.

4700 times faster than SQLite and achieves zero allocation per query. Also the DB size is small. When SQLite is 3560kb then MasterMemory is only 222kb. Source Generator automatically generates a typed ...