Context Engineering

RAG Worked Because Your Data Sat Still

For three years, RAG was the default way developers connected AI to data: pull documents, chunk them, embed them, store…

May 7, 2026 | 7 min read

Email Context for AI Agents: Build or Buy?

Why email needs context engineering Most AI applications access external data through RAG: chunk the source material, embed it, retrieve…

Apr 15, 2026 | 4 min read

Why RAG Fails on Email Threads (And What to Use Instead)

RAG (retrieval-augmented generation) is the standard way to give an LLM access to external data. The pipeline is straightforward: chunk…

Apr 15, 2026 | 9 min read