Reporting on Start AI Tools - Presented by Intent Solutionshttps://startaitools.com/tags/reporting/Recent content in Reporting on Start AI Tools - Presented by Intent SolutionsHugoen-USIntent Solutions. All rights reserved.Wed, 23 Sep 2026 10:00:00 -0600Move Deterministic Math Out of the LLM Prompthttps://startaitools.com/posts/move-wrapper-math-out-of-the-llm-prompt/Wed, 23 Sep 2026 10:00:00 -0600https://startaitools.com/posts/move-wrapper-math-out-of-the-llm-prompt/<p>The Monday 8 a.m. rollup (a per-week HTML email stitched together by a bash wrapper around an LLM) used to ask the model to fetch and total Umami metrics for four sites. Its site list lived inside the prompt. The total lived wherever the model put it. Nothing checked the email contained every site. If a model quietly dropped a row, the email still went out, green check or not, and nobody saw the gap until someone noticed the dashboard felt short.</p>