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Last Updated on September 25, 2026 Most engineers approaching their first production LLM system bring a mental model that works well for software: test your inputs and outputs with assertions, check your code into git, roll back if something breaks, and rely on system prompts or configuration files…
Last Updated on September 14, 2026 With insights from Dr. Josh Kalin, Director of AI at Integration Innovation, Inc. and AI Security Engineer Nanodegree instructor, and Kevin Carter, Security and Cloud Leader and AI Security Engineer Nanodegree instructor.
Last Updated on July 13, 2026 Every time you use Claude, through the browser, through Claude Code, through any Claude-powered product, you are using a harness. You just did not build it.
Last Updated on June 12, 2026 Imagine asking a friend who has never baked anything to produce a multi-layered cake. No recipe. No step-by-step instructions. Just: “Make me a three-tier cake with buttercream frosting and a fruit filling.” The result would be unpredictable at best.
Last Updated on June 12, 2026 Picture a support operations pipeline built to handle billing inquiries. A customer writes in with a request that combines a billing dispute, a policy exception they read about on a forum, and an account that is missing three months of usage data because of a migration…
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