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📰 Dev.to · ty215

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Testing an LLM Input Layer for Poker Calculators: Verified Math, Unverified Interpretation

Dev.to · ty215 🧠 Large Language Models ⚡ AI Lesson 1mo ago

Testing an LLM Input Layer for Poker Calculators: Verified Math, Unverified Interpretation

This article is about a poker-analysis framework, but the engineering problem is common to LLM tool...

Can Vibe Coding Work With Less Human Intervention? I'm Building a Framework to Find Out

Dev.to · ty215 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago

Can Vibe Coding Work With Less Human Intervention? I'm Building a Framework to Find Out

In my vibe-coding work, reducing human checks has allowed projects to move far from the original...

A Small Prototype for Cost-Aware Bug Investigation

Dev.to · ty215 💻 AI-Assisted Coding ⚡ AI Lesson 2mo ago

A Small Prototype for Cost-Aware Bug Investigation

The question that started it A weak point in AI-assisted coding is not always broken...

The Less I Type, the Better the Output: A Context Framework I Had Claude Design for AI Coding

Dev.to · ty215 💻 AI-Assisted Coding ⚡ AI Lesson 2mo ago

The Less I Type, the Better the Output: A Context Framework I Had Claude Design for AI Coding

Fable 5, a Claude model, became available to me for a limited window. I could have spent that window...

Why I Built a Tiny Repeated-Game Poker Analysis Tool

Dev.to · ty215 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago

Why I Built a Tiny Repeated-Game Poker Analysis Tool

Most poker solvers answer one question very well: given a single hand and a single decision tree,...