Engineering guides, architecture patterns, and production implementations focused on Artificial Intelligence.
How to eliminate enterprise RAG hallucinations: Pairing dense pgvector embeddings with sparse BM25 lexical search, Reciprocal Rank Fusion (RRF), Cross-Encoder reranking, and parent-child document chunking.
When Andrej Karpathy coined the term 'vibe coding', he highlighted a seismic paradigm shift: software development is decoupling from syntax memorization. Here is an architectural analysis of how natural language intent compiles directly into resilient, type-safe software.
Our engineering team designs sub-50ms distributed backends, edge AI pipelines, and high-concurrency systems.