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Profiling the strict workload chart regression showed repeated SQLite column decoding on every observation. Carry the statement-local series number and timestamp in one integer for bounded raw value reads, while retaining separate columns whenever the requested window could overflow. Preserve negative-epoch timestamps, current metric bindings, tier reconciliation, extrema readers and exact metric values. The paired cold-service benchmark falls from 63.5 ms to 60.6 ms. Full metrics-store tests and targeted monitoring/API chart regressions pass, including boundary and SQL-cache reuse controls.