Definition
What is Context Rot?
Last updated
The gradual degradation of an AI system's usefulness as the context it relies on becomes stale, incomplete, or outdated.
Context rot happens when the information you've provided to an AI tool no longer reflects reality: a product has changed, a team member left, a process was updated. Wire addresses context rot by making it easy to update containers and keep AI context current.
Further reading
Articles about Context Rot
Why every agent handoff corrupts your context
Every multi-agent handoff is a lossy compression event. Learn which five types of context degrade at agent handoff boundaries and how to preserve them.
Agent drift: why long-running AI agents lose the plot
Agent drift is how AI agents silently deviate from goals over long-running tasks. Six mechanisms cause it, and most have nothing to do with the model.
Why AI agents forget mid-task (and how to fix it)
65% of agent failures come from context drift, not token limits. Here's how context compression keeps long-running AI agents on track.
Why AI Agent Memory Keeps Failing
AI agent memory fails because it's a context engineering problem, not a storage problem. Research reveals three failure modes and what actually works.
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