https://startaitools.com/tags/dolt/Recent content in Dolt on Start AI Tools - Presented by Intent SolutionsHugoen-USIntent Solutions. All rights reserved.Thu, 25 Jun 2026 21:56:37 -0600https://startaitools.com/posts/disclosure-gate-reject-pii-at-source/Fri, 19 Jun 2026 08:00:00 -0500https://startaitools.com/posts/disclosure-gate-reject-pii-at-source/<p>June 19, 2026 was a broad day across the governed-knowledge stack — a privacy gate at one project&rsquo;s front door, a new beads plugin shipped at another, a substrate exploration at a third, and a wall of grouped dependency bumps in between. The throughline isn&rsquo;t the breadth. It&rsquo;s where the governance lives: at the source.</p> <h2 id="the-thesis">The Thesis</h2> <p>The cheapest place to enforce a rule is the front door, before anything downstream can store, index, or reason over the data. If you reject compensation figures and PII <em>at candidate intake</em>, you never have to write the rule again. No retrieval layer has to remember to filter it. No promotion step has to scrub it. No export has to redact it. The data simply never enters the system.</p>