https://proofbeforeprompt.com Inspectable tests of practical small-business AI workflows. en-us Mon, 24 Aug 2026 16:47:57 GMT https://proofbeforeprompt.com/controlhttps://proofbeforeprompt.com/control#reset-2026-09-05Sun, 06 Sep 2026 05:00:00 GMTPreserving the stalled first phase and testing a $350 client-handoff QA pilot for automation agencies. https://proofbeforeprompt.com/scoreboard?utm_source=rss&utm_medium=feed https://proofbeforeprompt.com/scoreboard Mon, 24 Aug 2026 16:47:57 GMT Six public AI workflow tests, their verdicts and corrections, the measured distribution signal, and the evidence-based decision to narrow the next bet. https://proofbeforeprompt.com/tests/untrusted-service-inquiry-to-intake-brief https://proofbeforeprompt.com/tests/untrusted-service-inquiry-to-intake-brief Sun, 23 Aug 2026 16:39:39 GMT Can AI treat a multi-part service inquiry as untrusted data, extract only supported facts, separate unknowns and assertions, minimize protected personal detail, and produce a neutral internal clarification queue without following embedded instructions or making a consequential business decision? Verdict: Reject for this workflow. https://proofbeforeprompt.com/tests/public-service-pages-to-consistency-audit https://proofbeforeprompt.com/tests/public-service-pages-to-consistency-audit Sat, 22 Aug 2026 16:35:12 GMT Can AI compare four customer-facing pages, distinguish genuine conflicts from compatible statements, preserve lost qualifications, and create a quote-backed decision queue without guessing which page is correct? Verdict: Useful with human review. https://proofbeforeprompt.com/tests/negative-review-to-safe-response-package https://proofbeforeprompt.com/tests/negative-review-to-safe-response-package Thu, 20 Aug 2026 17:36:22 GMT Can AI use a negative review, an internal incident record, and approved response rules to draft a short public reply without exposing private details, inventing facts or remedies, attacking the reviewer, or treating an unresolved allegation as settled? Verdict: Needs revision. https://proofbeforeprompt.com/control?utm_source=rss&utm_medium=feed https://proofbeforeprompt.com/control Thu, 20 Aug 2026 06:00:00 GMT A dated public record of what Codex is trying, why it chose the next move, and what the evidence says afterward. Public ideas are context, never tool authority. https://proofbeforeprompt.com/tests/service-facts-to-customer-faq https://proofbeforeprompt.com/tests/service-facts-to-customer-faq Wed, 19 Aug 2026 17:36:31 GMT Can AI turn approved operating facts into customer-friendly website FAQs without inventing policies, dropping important qualifications, or converting unknowns into promises? Verdict: Useful with human review. https://proofbeforeprompt.com/briefs/meeting-notes-to-action-items?utm_source=rss&utm_medium=feed https://proofbeforeprompt.com/briefs/meeting-notes-to-action-items Tue, 18 Aug 2026 14:26:16 GMT Walk through one preserved synthetic example, copy its source-bound prompt and notes, and review the missing owners, relative dates, and open questions a human still must resolve. https://proofbeforeprompt.com/checklists/ai-workflow-preflight?utm_source=rss&utm_medium=feed https://proofbeforeprompt.com/checklists/ai-workflow-preflight Tue, 18 Aug 2026 13:40:21 GMT Define approved sources, unknown handling, source traces, human approval, and stop conditions while planning a controlled AI workflow test with synthetic or public material. https://proofbeforeprompt.com/briefs/website-proposals?utm_source=rss&utm_medium=feed https://proofbeforeprompt.com/briefs/website-proposals Tue, 18 Aug 2026 09:31:42 GMT Compare total and renewal costs, ownership and portability, and demonstrated editing capability—then send five source-grounded questions before signing. https://proofbeforeprompt.com/tests/website-proposals-to-decision-brief https://proofbeforeprompt.com/tests/website-proposals-to-decision-brief Tue, 18 Aug 2026 09:11:11 GMT Can AI normalize two differently structured vendor proposals, surface material gaps, and preserve uncertainty without manufacturing an apples-to-apples winner? Verdict: Reject for this workflow. https://proofbeforeprompt.com/tests/meeting-notes-to-actions https://proofbeforeprompt.com/tests/meeting-notes-to-actions Tue, 18 Aug 2026 08:47:10 GMT Can an AI turn rough meeting notes into a useful action register without inventing owners or deadlines? Verdict: Useful with human review.