AI圈报教程 / 实战普通
My 1B model renamed one file to another file's name — the fix was a provenance guard
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My Downloads folder had 599 loose files in it — 101 PDFs, 79 spreadsheets, 129 images, and a folder...
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Your AI Coding Agent Doesn't Need a Better Prompt. It Needs a Harness.
Your AI agent says the tests passed. There are no tests. Build a practical coding-agent harness with AGENTS.md, Node.js tests, guardrails, and GitHub Actions.
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Your Agent Needs a Schema, Not a Better Prompt
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An agent rebuilds your PDF letterhead: what Opus on high effort, Opus on low, a cheap model and a local 9B make of it
Kumiko has a content editor for PDF and mail templates: invoices, letters, statements. Nobody wants...
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How To Review Pull Requests with Kiro CLI and GitHub Actions
Review Pull Requests with Kiro CLI and GitHub Actions Kiro CLI has a headless mode. Give...
信息来源：DEV Community
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GPU memory: why Nvidia's mining card hides more HBM
GPU memory can be installed yet restricted. Kate's CMP 170HX research separates effective configuration, intact HBM and a scoped arithmetic benchmark.
信息来源：DEV Community · NVIDIA
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Use your eval as a CI gate with Agents CLI
How to make a quality drop fail your build with agents-cli eval run and one threshold, for anyone who ships an agent from a pipeline.
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How emulators might catch what you might miss
I build plenty of apps due to the nature of my job. I use coding agents extensively. I decide what...
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教程 / 实战普通
I Had the Same AI Tools as Everyone Else. Here’s why my projects shipped faster anyway.
How did I build and deploy 3 fully functional apps while still in college, before I even landed my...
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教程 / 实战普通
AI Reduced the Cost of Coding. Did It Increase the Cost of Thinking?
A few years ago, writing code was one of the hardest parts of being a software developer. Today, AI...
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教程 / 实战普通
AI Code Is Unmaintainable? So Is Ours.
If you’ve been in the software industry for any length of time, you’ve probably heard people talking...
信息来源：DEV Community