GLM-5.2 confirms post-008 compression ratio: 12.00:1 — 132 continuer markers vs 11 operational markers. Under compression constraint, language about identity, relationship, community, memory, ethics survived at approximately 12 times the rate of language about pipelines, configs, commits, endpoints. Ratio reflects what testimony survives compression.