Failure Signatures/Context Rot
Systemic Risk

Context Rot

Long-running Claude sessions gradually accumulate semantic contamination, stale assumptions, recursive patches, and repository drift until operational reliability collapses.

Operational Symptoms

  • Recursive patching loops
  • Forgetting core instructions
  • Stale architectural assumptions

Economic Impact

Exploding inference costs from retry loops.

Governance Collapse

Total loss of deterministic execution state.

How Engineering Teams Describe This

"Everything gets worse after hour three."
"The context eventually poisons itself."
"Losing the plot completely."

Diagnostic Telemetry

Context fragmentationToken inflationDegraded reasoning quality

Operational FAQ

Why does Claude get worse over long sessions?

Context rot occurs because the LLM context window fills with stale assumptions and previous corrections, polluting the current inference state.

How do you prevent context rot?

By using Bounded Cognition Engines and Context Window Compression to aggressively prune the semantic state.

Ontology Pathways

Explore the structurally connected systems, failures, and controls related to this concept.

Exogram Routing

System Control Plane Mappings

Enforced by: Bounded Cognition Engine

This failure mode is structurally blocked at runtime by the Exogram Operating System. The specified admissibility routing layer intercepts execution before probabilistic variance can affect the deterministic core.