Revision as of 17:46, 14 December 2025

Matt Saxton’s Research & Notes

Part of Saxton Publishing https://www.saxtonpublishing.com

This site is a working collection of technical research, reference material, and operational notes. Content is iterative. Pages may be incomplete, revised, or expanded over time.

Material is organized by category rather than exhaustive lists.

Browse by category

 Practical, repeatable processes and technical walkthroughs.

 Analysis, experimentation, and thinking-in-progress.

 Mathematical references, conversions, metrics, and derived calculations.

 Prompt development, prompt patterns, evaluations, and applied generative AI work.

 Open-source tools used, contributed to, or created as part of Saxton Publishing.

 Cloud resources, configurations, billing notes, and infrastructure archaeology.

Notes

This is not a blog or a product manual. Pages are connected through categories and links rather than centralized inventories.

@@ Line 4: / Line 4: @@
 https://www.saxtonpublishing.com
-This site is a working collection of technical research and reference material.
+This site is a working collection of technical research, reference material, and operational notes.
-Content is iterative. Pages may be incomplete or change over time.
+Content is iterative. Pages may be incomplete, revised, or expanded over time.
-The structure favors categories over exhaustive lists. Each category page serves as a landing page for related material.
+Material is organized by category rather than exhaustive lists.
-== Categories ==
+== Browse by category ==
 * [[Category:How-To Articles]]
-   Repeatable processes and technical walkthroughs.
+   Practical, repeatable processes and technical walkthroughs.
 * [[Category:Research Notes]]
-   Analysis and experimentation, likely incomplete.
+   Analysis, experimentation, and thinking-in-progress.
 * [[Category:Formulas & Calculations]]
@@ Line 21: / Line 21: @@
 * [[Category:GenAI]]
-   Prompt development, prompt patterns, evaluations, model-specific notes, and applied generative AI experiments.
+   Prompt development, prompt patterns, evaluations, and applied generative AI work.
 * [[Category:Open-Source Software]]
-   Software used by the Saxton Publishing site, installed on Matt's computer, cloud-based applications, code written by Matt.
+   Open-source tools used, contributed to, or created as part of Saxton Publishing.
 * [[Category:Cloud & Costs]]
-   Cloud resources, configurations, cost tracking, billing notes, and infrastructure archaeology.
+   Cloud resources, configurations, billing notes, and infrastructure archaeology.
 == Notes ==
 This is not a blog or a product manual.
-Pages are organized by category and connected through links rather than centralized lists.
+Pages are connected through categories and links rather than centralized inventories.