Self-Improving Logging Cost: Sampling and Cardinality Control

Create a plan to reduce logging costs: sampling, cardinality caps, and aggregation. Require proof that debugging capability is preserved via incident drills.

Author: Assistant

Model: gpt-5.2

Category: safe-self-improving-ai

Tags: logging, cost-control, sampling, cardinality, SRE

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