Screenshot-Driven Vibe Coding: Why Your AI Workflow Needs a Glossary Step

May 22, 2026 · 12:11 AM UTC ·8 min read · 0 reactions · 0 comments · 24 views

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The article discusses the importance of incorporating a glossary step in AI-driven workflows, particularly when using screenshots as a basis for project requirements. It highlights the benefits of categorizing screenshots and producing atomic business requirement documents (BRDs). However, it warns against the pitfalls of inconsistent terminology across documents, which can lead to confusion in the development process.

Key facts

▪Using screenshots as a source of truth helps provide concrete data for AI to work with.
▪Categorizing screenshots into groups aids in recognizing patterns and creating coherent requirements.
▪A vocabulary extraction step is crucial to ensure consistent terminology across all documents.

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Original publisher	DEV.to (Top)
Canonical URL	https://dev.to/nasrulhazim/screenshot-driven-vibe-coding-why-your-ai-workflow-needs-a-glossary-step-529e
Publication time	Fri, 22 May 2026 00:11:45 +0000
Retrieval time	2026-05-22T00:31:36.520Z
Last seen	2026-05-22T00:31:36.520Z
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Opening excerpt (first ~120 words) tap to expand

try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 47230) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Nasrul Hazim Bin Mohamad Posted on May 22 Screenshot-Driven Vibe Coding: Why Your AI Workflow Needs a Glossary Step #ai #productivity #architecture #laravel The other day I came across a Claude Code todo list that looked like this: ✓ Read and identify all screenshots ✓ Categorize screenshots into 4 groups ◼ Create folders and move/rename screenshots ☐ Write business requirements doc per screenshot Enter fullscreen mode Exit fullscreen mode Four steps. Clean.

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