Journal

Monitoring and Alerting for Prompt Failures by Travis Kroon

Monitoring and Alerting for Prompt Failures

Prompt engineering isn’t done when the prompt ships. It’s done when the prompt survives production. In 2025, LLM-powered systems break silently. A prompt that worked yesterday can drift today—with zero code changes. If you’re not monitoring your prompts, you’re flying…

Building Robust Prompt APIs for Production Environments by Travis Kroon

Building Robust Prompt APIs for Production Environments

You can’t ship serious AI products without treating prompts like product logic. If you’re deploying LLM-powered features—chatbots, classifiers, summarizers—your prompts shouldn’t live in notebooks. They need to live behind robust, versioned, observable APIs. This guide walks through how to build…