Context Window Management

Context window management failures — lost context, truncation, and lifecycle bugs

14 patterns

Context window management failures — lost context, truncation, and lifecycle bugs. We've tracked 14 distinct Context Window Management patterns across production AI agent deployments — most commonly in Accuracy, Operations systems. One recurring example: Conflicting Instructions — Agent Receives Contradictory Instructions

Each pattern below documents the specific failure mode, why it happens, and how teams have mitigated it in practice — use this page as a reference when building guardrails, writing evals, or debugging an agent that's already misbehaving in this way.

Related comparisons

Long-Session Context Loss Violates Earlier Constraints

Frequency:Common
Category:Accuracy

In a long conversation, agent establishes constraints, decisions, or flags early (banned phrase, disqualified candidate, SLA exception, allergy, privilege determination), but as session grows, that information falls out of effective context window; agent later violates the constraint or re-makes the excluded decision