AI圈报教程 / 实战普通
How I built a 3ms self-hosted AI drift proxy in Python (and wiped deleted prompts from SQLite WAL files)
内容摘要
If you run LLMs in production—whether OpenAI, Anthropic, Gemini, or self-hosted Ollama/vLLM—you have...
相关推荐
综合分类、实体标签与信息来源匹配
教程 / 实战精选
FDE爆发：AI公司12个月承诺97.5亿美元部署工程
AI公司在12个月内合计承诺97.5亿美元用于建设前部署工程（FDE）团队。三种结构模型浮现：资产负债模型（微软、亚马逊从现有编制调配，Salesforce承诺1000个FDE岗位）；独立实体模型（OpenAI Deployment Company融资40亿美元，投后估值140亿；Anthropic从黑石等融资15亿美元）；合作伙伴生态系统模型（Google Cloud承诺7.5亿美元合作伙伴基金）。瓶颈从模型能力转向部署——GPT-4、Claude、Gemini已足够强大…
信息来源：Tomasz Tunguz 博客（VC 分析） · OpenAI / GPT / Claude
教程 / 实战普通
另一堵墙上的蓝图：如何像孩子一样向前沿 AI 提问？
一篇论文用同一套三阶段提示词，对 OpenAI、Anthropic、xAI 和 Google DeepMind 的六类前沿模型各做 10 次独立会话。在"学校听众"设定下，回答反复收敛到含持久潜状态、自适应计算、记忆、专家路由、验证、停止控制和延迟解码的共同架构模式；去掉该设定后结果明显更异质。
信息来源：HuggingFace Daily Papers（社区热门论文） · OpenAI / Claude / Gemini
教程 / 实战普通
How an 8MB MCP Tool Response Crashes Claude Code — And How to Debug Prompt Cache Misses Across Agents
If you use Claude Code, OpenAI Codex CLI, Cursor, or VS Code Copilot with Model Context Protocol...
信息来源：DEV Community · OpenAI / Claude / Cursor
教程 / 实战普通
Claude Fable 5.2 vs GPT-6 Astra vs Gemini 4 Argon: The AI Endgame of 2026 🔥
The battlefield is set ⚔️ Imagine the opening scene of a final battle. Three armies, one...
信息来源：DEV Community · GPT / Claude / Gemini
教程 / 实战普通
This LLM cost function looks right. Can you spot the bug?
OpenAI counts reasoning tokens inside output_tokens, and Gemini counts thinking tokens separately. A short puzzle, the answer, and code you can run.
信息来源：DEV Community · OpenAI / Gemini
教程 / 实战普通
How I made "jump to message" work in ChatGPT, Claude and Gemini
I'm a third-year student, and a lot of my studying and project work happens in AI chats. The chats...
信息来源：DEV Community · ChatGPT / Claude / Gemini
教程 / 实战普通
How KV Cache Makes LLMs Fast, and Why It Eats GPU Memory
Every LLM you've used, ChatGPT, Claude, Gemini, Llama, does the same thing under the hood. It...
信息来源：DEV Community · ChatGPT / Claude / Gemini
教程 / 实战普通
Comparing Batch and Real-Time LLM Inference Economics
Batch inference costs 50% less than real-time inference at Anthropic, OpenAI and Google, in exchange...
信息来源：DEV Community · OpenAI / Claude
教程 / 实战普通
Google, Microsoft, OpenAI and Anthropic Back a Shared AI Training Opt-Out Signal
Google, Microsoft, OpenAI and Anthropic have announced support for work toward a shared way for...
信息来源：DEV Community · OpenAI / Claude
教程 / 实战普通
Your AI Agent Trusts Everything It Reads — A Field Guide to Hijacking Claude, GPT, Gemini & Copilot
A README file in your ~/Downloads folder should not be able to expose your SSH keys. A calendar...
信息来源：DEV Community · GPT / Claude / Gemini