<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Codeless Ops</title><description>Codeless Ops builds AI that shows its work. Grounded is an audit-grade retrieval layer that returns the version-correct number with its source, or tells you honestly when it can&apos;t. Ask anything. Verify everything.</description><link>https://codelessops.com/</link><item><title>AI with receipts: why provenance and honest abstention come first</title><link>https://codelessops.com/posts/ai-with-receipts/</link><guid isPermaLink="true">https://codelessops.com/posts/ai-with-receipts/</guid><description>Provenance and honest abstention aren&apos;t features you bolt on at the end. Build them in from the start, or you&apos;ve built AI a controller can&apos;t defend.</description><pubDate>Wed, 01 Jul 2026 09:00:00 GMT</pubDate></item><item><title>Introducing Grounded: AI that returns the version-correct number, with receipts</title><link>https://codelessops.com/posts/introducing-grounded/</link><guid isPermaLink="true">https://codelessops.com/posts/introducing-grounded/</guid><description>Grounded is an audit-grade retrieval layer for financial documents — version-correct, sourced to the exact figure, and honest when it can&apos;t answer. Here&apos;s why we built it the way we did.</description><pubDate>Wed, 10 Jun 2026 09:00:00 GMT</pubDate></item></channel></rss>