Dew of Your Youthhttps://www.dewofyouryouth.com/A blog by Jacob Shore about genealogy, language learning, faith, and software — tracing family history, studying Arabic, and thinking carefully about things that matter.enFri, 28 Aug 2026 15:23:51 UTCPersonal Ops: Learning From Its Own Mistakeshttps://www.dewofyouryouth.com/post/personal-ops-ii/https://www.dewofyouryouth.com/post/personal-ops-ii/Fri, 28 Aug 2026 17:45:00 +0300Personal Ops: Learning From Its Own Mistakes A voice note got misread as a literal agenda item called ‘whatever I missed.’ The fix turned into a general system for catching ambiguous commands, logging corrections, and a plan to move routine parsing off the API and onto a local model.