AI圈报教程 / 实战普通
I asked AI models to build web apps. Most of them shipped a fake server inside the page.
内容摘要
This is a submission for the Kaggle Benchmarking Challenge. What I Benchmarked AI coding...
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I Turned the Reasoning Dial to 'High' on 4 Models. It Fixed One Thing and Billed Me for Everything.
Same 60 questions, same prompt, same grader. Only reasoning_effort changes. 1,800 graded calls later: one real accuracy gain, many bigger bills, and a model that counted two tools as 10,016.
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Drafts That Never Shipped: do LLMs treat dead proposals as real standards?
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I built a trail accessibility surveyor that runs with the radio off
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Dependency Bench: at what size do LLMs lose track of a CI pipeline?
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Touch Grass: a 30-second outdoor planner that runs Gemma 2 inside your browser
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Kagaz: An Offline AI That Prints a Nature Scavenger Hunt So Kids Go Touch Grass
Kagaz (कागज़, "paper") is an offline-first tool that generates printable bilingual Hindi and English...
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Every Skill in This Open Source Agent Framework Could Literally Be a Startup
Most agent skills frameworks are just text prompts in markdown files, then I found an open source...
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PIP: a desktop penguin that loves you but hates it when you stay on the desktop for too long
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When AI Gets the Tickets Right but the Totals Wrong
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I Replaced My Entire Dev Workflow With AI Agents — Here's What Actually Worked
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