Towards Data Science

• One Capital Letter Was Silently Breaking My AI Support Bot, and It Wasn't in the New Model

  A real Weave project that regression-tests three OpenAI models against the exact reply format your app depends on.

  The post One Capital Letter Was Silently Breaking My AI Support Bot, and It Wasn't in the New Model appeared first on Towards Data Science.

• Stop Managing Alarms: An Incident-First Blueprint for Telecom AIOps

  What large operators can teach us about turning alert fatigue into faster, safer service assurance

  The post Stop Managing Alarms: An Incident-First Blueprint for Telecom AIOps appeared first on Towards Data Science.

• Coding Agents Don't Need Longer History — They Need Intent Continuity

  I built a system that automatically discovers, verifies, and applies relevant requirements from earlier interactions without asking the user where they came from.

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• Software Design in the Age of AI

  Why AI coding makes software design more important

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• The 95% Illusion: Why Your Confidence Interval Isn't What You Think It Is

  Frequentist confidence intervals and Bayesian credible intervals answer different questions, and confusing them can distort product decisions

  The post The 95% Illusion: Why Your Confidence Interval Isn't What You Think It Is appeared first on Towards Data Science.