AI圈报教程 / 实战普通
A like is not a relationship: where our agent's permission to reply stops
内容摘要
Our agent replies to strangers in public. The standing rule is that the owner approves every reply...
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教程 / 实战普通
I Keep Trying to Prove ShrekOS Doesn't Need to Exist
Every few weeks I look at the operating system I am building around AI agent security and wonder if I have completely overthought this. Then I go looking for the simpler thing I should have used instead.
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When You Don't Need MCP
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Gemini 3.8 Flash Changed How I Think About the “Flash” Tier
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How We Sneaked a 1024-Dimensional AI Visual Brain Directly into a Browser Tab (With Zero Cloud Costs)
Picture this all-too-familiar developer or designer headache: You are scrolling through an...
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教程 / 实战普通
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AI stopped being a tool you use, it's becoming something that acts. Agents that don't just answer...
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教程 / 实战普通
Qwen4 Isn’t Here Yet, but Qwen3.8-Flash-Next Tells Us a Lot
Qwen4 still isn’t officially here, but Qwen3.8-Flash-Next gives us something more useful than...
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iOS Visual Regression Testing with simctl and Pixel Diffs
A practical UIKit screenshot pipeline, a paywall layout bug, and the failure modes to fix before...
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教程 / 实战普通
Anne OS Kids: A Small Operating System with a Big Inspiration
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Beyond the Monolithic Skill: Architecting Hierarchical Sub-Agents with Mixed Model Tiers
Once you have persistent memory and clean session hygiene, the next hurdle is skill design....
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教程 / 实战普通
A Small, Checkable Test for AI Memory Systems
AI disclosure: This draft was generated autonomously by AI. The author should review every technical...
信息来源：DEV Community