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
Diagnostic Telemetry
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.
Recommended Governance Systems
Claude Context Rot Prevention System
Prevents semantic contamination, recursive patching, retry inflation, and repository drift in long-horizon Claude sessions.
Context Engineering Architecture System
A complete system for structuring what AI models know when they answer. Deploys recursive context chunking, semantic caching layers, memory tiering, and deterministic data filtering to prevent context window pollution and ensure consistent agent reasoning.
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.
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