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Johnny

I'm passionate about full stack engineering, dev tools and AI architecture

Why I Ditched toString() and Moved to a Pre-Bundled Bridge with Event-Driven CDP Injection

Why I Ditched toString() and Moved to a Pre-Bundled Bridge with Event-Driven CDP Injection

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7 min read

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How Verdex Sees Inside Iframes: Event-Driven Multi-Frame Support

How Verdex Sees Inside Iframes: Event-Driven Multi-Frame Support

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12 min read
Why Your API's Error Messages Fail When Called by an LLM (And How to Fix Them)

Why Your API's Error Messages Fail When Called by an LLM (And How to Fix Them)

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9 min read
Return Facts, Not Interpretations: Why LLM Tools Should Be Dumber Than You Think

Return Facts, Not Interpretations: Why LLM Tools Should Be Dumber Than You Think

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10 min read
Why Verdex Uses CDP Directly

Why Verdex Uses CDP Directly

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11 min read
Building LLM Tools That Don't Drown in Context: Lazy Traversal for Unknown Structures

Building LLM Tools That Don't Drown in Context: Lazy Traversal for Unknown Structures

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16 min read
Why AI Can't Write Good Playwright Tests (And How To Fix It)

Why AI Can't Write Good Playwright Tests (And How To Fix It)

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31 min read
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