Articles

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A design guide for an incident assistant that handles duplicate events, partial failures, and reviewed AI summaries across tools.

April 6, 20254 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

Check market definitions, forecast periods, and growth arithmetic before turning a market estimate into an operational investment case.

April 1, 20253 min read

A reusable prompt pattern for incident analysis, with checks for missing facts, unsafe recommendations, and unsupported certainty.

March 31, 20253 min read

Design incident channels, bot actions, evidence links, and a fallback path that still works when the chat system is unavailable.

March 25, 20253 min read

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

March 24, 20253 min read

Locate the delay, choose a bounded intervention, and measure recovery quality alongside elapsed time.

March 23, 20254 min read

Use language-model assistance for evidence review, draft communication, and practice, with a clear boundary around production decisions.

March 20, 20253 min read

Use models for test suggestions and change analysis while keeping artifact identity, promotion rules, and rollback checks enforceable.

March 19, 20253 min read

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

March 18, 20253 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