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Overview

Freelance developer building high-performance web applications with Laravel, Vue.js, React, Python, and Node.js. 15+ years of full-stack development experience.

News

Blog 21 day ago
Can Provider Routing Change LLM Outputs?
Provider routing can change an LLM's output when a request reaches a different model version, fallback model, parameter configuration, precision level, inference...Read More... Source
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Blog 21 day ago
How Floating-Point Determinism Affects LLM Reproducibility
Large language model (LLM) inference is the process of producing output tokens from an input prompt. It uses floating-point arithmetic for matrix...Read More... Source
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News Vincent Schmalbach 22 days ago
Switching from GPT-5.5 to GPT-5.6 Made Me Less Productive
I pay for three Codex subscriptions at $200 each, and for the past week they have mostly bought me waiting. Since I switched from GPT-5.5 to GPT-5.6…
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News Vincent Schmalbach 26 days ago
AI Is Now a Commodity
Give me a few hundred million dollars and a year and a half, and I will build you a pretty good LLM. Not a frontier model, but close. A few years ago that…
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News Vincent Schmalbach 27 days ago
TIME Is Serving AI Bots a Different Website, With Ads Built In
TIME is now serving two different versions of its website. Humans get the magazine. AI crawlers get a stripped down markdown copy with ads baked in that no…
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