NaCode Studios ORG

Kotlin Multiplatform semantic cache for LLM calls: eleven guards against false cache hits, measured on blind corpora, coroutine-first.

Coroutine-first Kotlin client for the Qdrant vector database: suspend APIs and type-safe DSLs, REST or opt-in gRPC behind one seam, and a multiplatform core.

Ship PyTorch models to Flutter: typed Dart bindings generated from the export, parity gates that fail CI when quantization drifts, and one manifest every side reads.

Can a model estimate software effort from public data? A pre-registered blind test on nine open datasets — reproducible, and honest about the negative result.