AI圈报教程 / 实战普通
Federated Threat Intelligence: Sharing IOCs Without Sharing Content
内容摘要
The fundamental problem in threat intelligence is latency. Organization A detects a novel prompt...
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Claude Code vs Codex CLI vs Cursor: An Honest Field Guide for Working Developers
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Practical Patterns for AI Agent Governance in Production
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Self-Hosting an AI Assistant on CasaOS: A Step-by-Step OpenMuse Install Guide (Pitfalls Included)
How to deploy OpenMuse — a self-hosted AI chat assistant that can also manage your CasaOS server —...
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教程 / 实战普通
日本のサイト248件中23件、robots.txtは許可でもAIクローラーには403
Trancoの日本のサイト300件を2026-10-07に確認。普通に読めた248件のうち23件で、robots.txtが許可しているAIクローラーのUser-Agentに403。内訳、形の違い、確かめ方、限界。
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教程 / 实战普通
Changing what my phone agent was shown beat changing the model
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Bug Dex - Gotta Find Em All!
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Code review is your last line of defense against agent pull requests
Agent-authored PRs went from under 1% to 27.6% of GitHub pull requests in fourteen months. Acceptance rates look fine; the failures land in places review was never built to check. Here is what to gate on.
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教程 / 实战普通
The Flattery Tax: I pressure-tested 29 LLMs with confident wrong users — the frontier held, the small ones folded
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