AI圈报教程 / 实战普通
Your retry loop is your most expensive feature
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A team I worked with tracked cost per task down to the token. They capped context. They set a budget...
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教程 / 实战普通
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The Case for Smart Software
At a typical AI conference, there's usually much discussion of "the future of software", but it...
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Aletheia 0.2.0: what a full gap scan found in a local memory hub for AI coding tools
If you use more than one AI coding agent, you have probably re-explained the same project to each of...
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教程 / 实战普通
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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教程 / 实战普通
Your Agent Needs a Schema, Not a Better Prompt
The failure nobody demos The agent demo always works. The customer asks for a refund, the...
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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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教程 / 实战普通
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...
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I named my OpenAI dot Dottie. And she’s getting my life in order.
Ok, so far my OpenAI dot (aka Dottie) is just catching me up on emails, figuring out what tasks I...
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教程 / 实战普通
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.
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