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Bryan Rodrigues

Founder, AI5 Labs

Bryan is the founder of AI5 Labs, where he leads engineering and product. His work centres on agent architecture, evaluation, and the operational discipline required to run LLM systems in production — the gap between an AI demo and a system a business can depend on. He writes about agentic engineering, context engineering, and what it actually takes to ship AI.

Areas of focus

  • Agentic AI engineering
  • AI agent architecture & evaluation
  • Production LLM systems & MLOps
  • Context engineering

Guides by Bryan

Agentic AI Engineering: Building Agents That Work in Production

9 min read

Context Engineering: Getting the Right Information to the Model

8 min read

How to Build AI Agents: A Practical Step-by-Step Guide

7 min read

Multi-Agent AI Systems: When and How to Use Them

7 min read

RAG Implementation Guide: Building Retrieval-Augmented Generation

8 min read

Production LLM Deployment: Operating LLM Systems Reliably

8 min read

LLM Application Development: Building Products on Language Models

8 min read

AI Automation in Financial Services: Where It Works and How to Start

9 min read

AI Automation in Retail & E-commerce: Where It Works and How to Start

9 min read

AI Automation in Manufacturing: Where It Works and How to Start

9 min read

Agentic Coding: How AI Coding Agents Actually Work

8 min read

Knowledge Graphs for RAG (GraphRAG): When Graphs Beat Vectors

8 min read

Hybrid Search for RAG: Combining Lexical and Semantic Retrieval

7 min read

How to Make AI Agents Deterministic (and When You Can’t)

8 min read

The Agentic Harness: The Scaffolding That Makes Agents Work

6 min read

TurboQuant and KV Cache Compression, Explained

6 min read
Work with Bryan