AI圈报教程 / 实战普通
Cloudflare AI Bot Controls Can Affect Googlebot: What Website Owners Need to Check
内容摘要
Cloudflare has clarified that its AI traffic controls can affect more than specialist AI crawlers....
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教程 / 实战普通
The September cut took 17% of my Claude Code week. Subagents were taking 48%.
My Claude Code week started ending on Wednesday. I blamed the September 14 cut, like everyone on...
信息来源：DEV Community · Claude
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What decision models can't do: six honest limits
Two of the six new local decision models are non-commercial, none of them explain themselves, and the confidence number is a claim until you bench it.
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Stop Rebuilding Your Agent Loop Just to Train It with RL
Reinforcement learning for language agents has had an annoying operational tax. If you wanted to run...
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教程 / 实战普通
Breaking the Subword Boundary: Probing Architectural Vulnerabilities in Modern LLMs (ASTRAL-Bench on Kaggle)
This is a submission for the Kaggle Benchmarking Challenge When we look at standard LLM...
信息来源：DEV Community
教程 / 实战普通
100 Actions, 110 Side Effects: A Crash Test for AI Agent Tools
Your agent chose the right tool. The arguments were valid. The action was allowed. Then the worker...
信息来源：DEV Community
教程 / 实战普通
Spring AI vs LangChain4j in October 2026: Both Shipped Big. Here Is How to Pick.
On September 25, 2026, both of the serious Java options for building AI applications shipped releases...
信息来源：DEV Community
教程 / 实战普通
CodeSmith Context Engineering: Append-Only Conversation History for Agents
Context Engineering: A Conversation History That Never Gets Rewritten Source version of...
信息来源：DEV Community
教程 / 实战普通
Codex Pricing in 2026: Every Plan, Usage Limit and Credit Rate, Explained
Codex pricing is not one number: Codex is bundled into ChatGPT Free, Go, Plus, Pro, Business and Enterprise, each with its own usage allowance, and...
信息来源：DEV Community · ChatGPT
教程 / 实战普通
Building Resilient LLM Function Calling in Node.js: Circuit Breakers, Fallbacks, and Schema Validation
Function calling (a.k.a. tool use) is what turns an LLM from a text generator into something that can...
信息来源：DEV Community
教程 / 实战普通
TrustBoundary Bench: when JSON formatting masquerades as an AI security failure
This is a submission for the Kaggle Benchmarking Challenge. What I Benchmarked Can an AI...
信息来源：DEV Community