Building the Context Engine AI Agents Need — Unblocked
Brandon WaselnukInfoQ · June 2026
Building the Context Engine AI Agents Need
AI coding agents aren't failing because they lack intelligence — they're failing because they lack context. Dennis Pilarinos introduces the context engine: a reasoning layer that continuously synthesizes organizational knowledge, resolves conflicting sources, and delivers identity-scoped, token-optimized context so agents produce correct, org-aware code instead of triggering costly correction loops.