AI & Agents Insights

Articles and deep-dives specifically covering AI & Agents.

AI & Agents11 min read

Architecting Production AI Agents: Beyond Single-Prompt Chatbots to Tool-Calling Workflows

Why single-prompt LLM wrappers fail under enterprise loads, and how to engineer resilient multi-agent state machines with deterministic tool-calling schemas and rollback boundaries.

By Reyaa Engineering TeamRead Article

AI & Agents10 min read

Enterprise RAG Architecture: Implementing Hybrid Search and Context Citations without Data Leakage

How to engineer enterprise retrieval-augmented generation pipelines combining BM25 keyword matching, dense vector embeddings, reciprocal rank fusion, and verifiable citations.

By Reyaa Engineering TeamRead Article