arxivcs.AIcs.MA2026-07-15
AI Agents Do Not Fail Alone:The Context Fails First
Context engineering has become central to building reliable AI agents, yet it remains largely unmeasured. Agents do not fail in isolation: their behavior is shaped by the instructions, tools, memory, retrieved knowledge, guardrails, and untrusted inputs accumulated in their conte…