AI圈报教程 / 实战普通
I Built a Local-AI Character Forge and a Browser Game Engine on a $100/y VPS (No GPU, No Excuses)
内容摘要
There's a special kind of stubbornness that leads someone to say "I will generate photorealistic 3D...
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Your Company Does Not Need Another AI Chatbot. It Needs a Knowledge Layer.
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I got tired of AI diagram slop, so I built an open-source AI diagram generator on Excalidraw
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How I Built a Regression Suite for My AI Coding Agent's Prompts: 5 Lessons
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Code Review in the Age of AI: Is Manual Review Still Enough?
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The approval queue pattern: putting a human in the loop without putting them in the way
A human in the loop is not the same as a human in the way. Here is the pattern for routing only the decisions that need a human, the four fields...
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Retry, Backoff, and Circuit Breakers for LLM API Calls
Retry LLM API calls on 429, 5xx, and timeouts with exponential backoff plus jitter, honor the Retry-After header when the provider sends one, cap...
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My AI feature was failing 26% of the time. Nothing looked broken.
I built TaskFlow, a project management app with an AI feature called Quick Add. You type "assign the...
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Stop Paying for Invisible Retries: How to Measure What an AI Agent Really Costs
Most cost tracking keeps the attempt that worked and drops the ones that failed. Here is what that hides, and how to put every attempt on the bill.
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