AI agents don't fail like software — they fail quietly, with plausible wrongness. This failure-mode analysis breaks down the four families of agent failure (tool-call, reasoning, context/state, autonomy) and the primitives that prevent each, from idempotency keys to goal anchoring to trace-level evaluation.