The latest articles on DEV Community by Andrei Spirydovich (@aisflows). https://dev.to/aisflows https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3991014%2Fa3377345-0e98-4fc4-b3e3-e54af5fe01c3.jpg https://dev.to/aisflows en Andrei Spirydovich Thu, 18 Jun 2026 15:20:55 +0000 https://dev.to/aisflows/i-built-proofline-because-ai-agents-are-getting-too-good-at-sounding-finished-2gm7 https://dev.to/aisflows/i-built-proofline-because-ai-agents-are-getting-too-good-at-sounding-finished-2gm7 <p>AI agents are getting very good at writing final reports.</p> <p>The problem is not only that they make mistakes. The problem is that sometimes they make mistakes with excellent presentation.</p> <p>Proofline is a 5-skill Markdown pack that catches fake-ready output before it turns into a release, handoff, public post, or "yeah, looks done".</p> <h2> What Proofline does </h2> <p>It is not trying to be another giant agent. It works as a review route after the agent produces a result:</p> <ul> <li>Reference Gap</li> <li>Ready Gate</li> <li>Reality QA</li> <li>Lean Pass</li> <li>Repair Report Compiler</li> </ul> <p>Each step asks an annoying but useful question: what is missing from the references, what was not checked, where did the agent pretend everything was fine, and what actually needs to be fixed?</p> <h2> Who it is for </h2> <p>Builders working with Codex-style agent chats, AI coding workflows, Markdown handoffs, and any process where "done" needs to mean more than a confident paragraph.</p> <p>Release: <a href="https://github.com/aisflows/proofline/releases/tag/v0.2.0-rc5" rel="noopener noreferrer">https://github.com/aisflows/proofline/releases/tag/v0.2.0-rc5</a></p> ai opensource devops productivity