Context Engineering Evaluation Framework for AI Teams

Quick Answer Context engineering evaluation tests whether the right information reaches an AI system at the moment it must answer or act. Teams should inspect the complete context package: system instructions, the current request, retrieved passages, conversation history, saved memory, user attributes, tool results, metadata, and agent state. A good answer is not proof that the context pipeline works. The team must also test missing documents, stale policies, noisy retrieval, conflicting memories, permission boundaries, oversized context windows, and unsupported questions. ...

June 17, 2026 · 18 min · AI Charcha Editorial Team