AI圈报教程 / 实战普通
What unshare -n leaves behind: building a boundary for an AI recon agent
内容摘要
Why the boundary has to hold My AI agent's sandbox passed all 13 of its isolation tests on...
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教程 / 实战普通
We built a ChatGPT-style chat with no AI framework
We built the AI chat in Sybill by hand, with ChatGPT as our reference. In January 2025 we started...
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Your Prometheus Is Hoarding. Time for a Funeral Policy.
Every dead metric is a bill you’re still paying. I know, you’re tired. Tired of dashboards that...
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29% of Your Cloud Bill Is Waste. Start With the Graveyard.
You’re paying rent on servers everyone forgot. Cloud waste just did something it hasn’t done in...
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教程 / 实战普通
Why Your Airflow Tasks Fail at 3 AM (And Why Re-Running Them Is a Trap)
One outage, four suspects — interrogate in order. Pull up a chair, grab a cup of chai, and let us...
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教程 / 实战普通
Your LLM Is Not a Security Boundary: Auditing Agent Tools for eval() and Path Sinks
In May 2026, Microsoft's security team published two remote-code-execution issues in its own agent...
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教程 / 实战普通
Thirty seconds in one job: what Seedance 2.5's controls actually do
Answer: Seedance 2.5 renders clips from 1 to 30 seconds at 480P, 720P and 1080P, billed per output...
信息来源：DEV Community
教程 / 实战普通
What gets refused on Seedance, and how the two review layers differ
Answer: Seedance reviews a job twice. Layer 1 screens the prompt before any task exists — a clear...
信息来源：DEV Community
教程 / 实战普通
I gave my social media scheduler an MCP server. Here's what I learned building it.
Social media scheduling is the kind of task AI agents should be perfect at. It's structured (a...
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教程 / 实战普通
Same model, same chip, 27 apart: the runtime path is the performance
YOLOv11-N on a Qualcomm Dragonwing RB3 Gen 2 (QCS6490), measured on Qualcomm AI Hub's real-device...
信息来源：DEV Community
教程 / 实战普通
Your AI agent's token bill is mostly input. Here is the field guide to cutting it.
Your AI agent's token bill is mostly input. Here is the field guide to cutting...
信息来源：DEV Community