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Vincent Schmalbach

@vschmalbach.bsky.social

5.6K followers 8.8K following 1.4K posts

Senior AI-first software engineer for SaaS and business apps. Laravel/Vue is my strongest client stack. Available for freelance work. Founder of Vroni.com.

Posts Replies Media

Vincent Schmalbach @vschmalbach.bsky.social · 02/07/2026

The best coding model, unless you're coding ...

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Vincent Schmalbach @vschmalbach.bsky.social · 21/06/2026

Reviewing a thousand lines of generated code quickly degrades into superficial scrolling over syntax and formatting. To verify logic, write test suites first. Prompt the model to write code in twenty-line increments, verify with automated suites, and review only architecture.

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Vincent Schmalbach @vschmalbach.bsky.social · 18/06/2026

Reviewing code you could not write yourself is highly difficult. An eight hundred line pull request with complex SQL passes tests, so you merge. A migration locks a table because no one understood the generated logic. Write tests first so the model has to satisfy conditions you already proved.

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