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📰 Dev.to · Peter's Lab

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Automating Creative QA: Using AI to Peer-Review Ad Content Before It Hits the Meta API

Dev.to · Peter's Lab 1mo ago

Automating Creative QA: Using AI to Peer-Review Ad Content Before It Hits the Meta API

As developers building in the AI ad space, we often obsess over the Generation part. We tweak...

Beyond AI Wrappers: Why Engineering a Pattern Extraction Layer is the Future of AI Creatives

Dev.to · Peter's Lab 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago

Beyond AI Wrappers: Why Engineering a Pattern Extraction Layer is the Future of AI Creatives

I’ve been a full-stack developer for over a decade, and I’ve reached a point of "AI...

How I Built an AI Workflow to Analyze Winning Ads Before Generating Video Creatives

Dev.to · Peter's Lab ⚡ AI Lesson 1mo ago

How I Built an AI Workflow to Analyze Winning Ads Before Generating Video Creatives

Most AI ad generators start with the same workflow: You enter a product name, write a short prompt,...

The OCR Cascade: Why DOM-based Manga Translators Always Fail

Dev.to · Peter's Lab 3mo ago

The OCR Cascade: Why DOM-based Manga Translators Always Fail

At first glance, building a manga translator Chrome extension sounds straightforward. Inject a...

Beyond Literal Translation: Why Your AI Manga Project Needs Layout-Aware CV

Dev.to · Peter's Lab 👁️ Computer Vision ⚡ AI Lesson 3mo ago

Beyond Literal Translation: Why Your AI Manga Project Needs Layout-Aware CV

Traditional OCR-then-translate pipelines are failing. Here is why manga localization requires a...