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Turn reliability policy into a release decision with fresh evidence, limited exceptions, and a clear path to resuming normal changes.

January 27, 20264 min read

Read validated architectures as a starting point for workload, recovery, and support testing, not a promise of automatic reliability.

April 2, 20254 min read

Connect an SLO’s allowance to planning and release behavior, with explicit ownership, exceptions, and treatment of measurement gaps.

March 30, 20253 min read

Adapt a complete SLO record, worked budget examples, and an exception log without confusing bad requests with minutes of downtime.

March 29, 20254 min read

Measure a representative workload, identify the limiting resource, and test one reversible change instead of applying a universal sysctl recipe.

March 27, 20254 min read

Compare detection, correlation, investigation, and automation using your incidents, review costs, and failure paths.

March 24, 20253 min read

Decide which alerts earn an interruption using urgency, reachable authority, coverage evidence, and a practical alert acceptance record.

March 19, 20255 min read

Understand where detection, correlation, forecasting, and language models can help, and the operational work each introduces.

March 18, 20253 min read

Separate incident coordination from mitigation authority, compare competing actions, and use a worksheet that preserves decisions and verification.

October 16, 20235 min read

Understand the encoder, latent distribution, training objective, and why reconstruction error is evidence to evaluate rather than a diagnosis.

October 6, 20234 min read

Understand how GANs train and why synthetic data needs checks for coverage, constraints, privacy, and downstream usefulness.

October 5, 20234 min read

Use consistent onset and discovery timestamps, include customer-reported incidents, and interpret the average with its sample and uncertainty.

October 4, 20234 min read