RAG
Rethinking RAG: Meta’s REFRAG
For the past few years, retrieval-augmented generation (RAG) has been the workhorse architecture for grounded LLM applications. You retrieve
AI Agents
MCP + A2A: The Protocols Making AI Agents Actually Work Together
I presented this at the AI Engineer meetup in London. It is a short, practical overview of why agent interoperability
Agentic Architecture
AI Agent Use Case Evaluation: From Risk Assessment to Implementation
When I first started evaluating Agentforce implementations, I made the classic engineer's mistake: jumping straight into technical capabilities