Beyondlex Technical Journal

Engineering AI Systems in Production.

Deep architectural teardowns, open standards, and operational benchmarks for engineers designing autonomous agents, tool-calling networks, and enterprise retrieval systems.

Featured AnalysisMCP & Tool Use8 min read

The Definitive Guide to Model Context Protocol (MCP): Architecture, Tools & Enterprise Integration

An in-depth technical analysis of Anthropic's Model Context Protocol (MCP). Learn how JSON-RPC transport, client-server abstractions, and secure tool execution solve context fragmentation for enterprise LLM agents.

Dr. Anwar ul HaqOctober 28, 2026

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Autonomous Agents9 min read

Production Agentic RAG: Beyond Naive Vector Search to Autonomous Self-Correction

Why naive vector search fails in production and how Agentic RAG solves it. Discover dynamic query decomposition, hypothetical document embeddings (HyDE), corrective feedback loops, and multi-vector routing.

Dr. Anwar ul HaqOct 27, 2026

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The Definitive Guide to Model Context Protocol (MCP): Architecture, Tools & Enterprise Integration

Production Agentic RAG: Beyond Naive Vector Search to Autonomous Self-Correction

Apply these systems in practice.