AI 教程与实战
收录 AI 工具教程、提示词、安装部署、配置指南、开发实战与可复现步骤。
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教程 / 实战普通
Why I built a zero-telemetry Chrome extension to measure the physical cost of AI prompts
Every developer today relies on LLMs. Whether it's drafting boilerplate, refactoring complex logic,...
信息来源:DEV Community
教程 / 实战普通
FAILED is not UNKNOWN: the retry bug hiding in every AI agent
An agent refunds a customer $500. Stripe processes it. The response never comes back — a proxy...
信息来源:DEV Community
教程 / 实战普通
One Model Call, Then Deterministic Code: Build a Controllable Tencent RTC Voice Companion
Build a real-time AI voice companion where the LLM may answer or propose a timer, but only deterministic application code can confirm and execute it. This TypeScript tutorial covers interruption, stale results, idempotency, ambiguous confi…
信息来源:DEV Community
教程 / 实战普通
Why do developers continue to write code by hand?
Imagine you need to write a long piece of text that requires you to think things through, gather...
信息来源:DEV Community
教程 / 实战普通
弱通用AI已实现,提前一年达标
弱通用AI已实现(至少根据2020年设定的标准)。比近期预测提前一年 ✅勒布纳奖是弱图灵测试,GPT-4.5已等效达成 ✅Winograd被GPT-3通过 ✅SAT由GPT-4以75%通过 ✅蒙特祖玛的复仇被GPT-6攻克
信息来源:X:Ethan Mollick (@emollick) · GPT
教程 / 实战普通
Hello Dev Community: Introducing BoomTick
Every creative project has a rhythm. In software, it might be the hum of a CI/CD pipeline or the...
信息来源:DEV Community
教程 / 实战普通
This Is How I Built a Self-Healing CI Pipeline With Agents!
TL;DR: A failed CI build is often not just a failed CI build. It is a developer opening logs,...
信息来源:DEV Community
教程 / 实战普通
My Agent Returned Success. The Browser State Said Otherwise
An agent clicks Checkout. The browser tool returns success. The run completes without an...
信息来源:DEV Community
教程 / 实战普通
GEO and AEO Audits Must Check AI Crawler Access Beyond Google Search Console
A website can appear healthy in conventional SEO reporting while still being difficult for AI systems...
信息来源:DEV Community
教程 / 实战普通
Laravel's Native Vector Search Now Speaks MariaDB — Plain MySQL Is Still Left Out
Originally published on my blog. On August 20, PR #61250 was merged into Laravel's 13.x branch,...
信息来源:DEV Community
教程 / 实战普通
Google Search Console Rolls Out AI Reporting and Controls to Websites Worldwide
Google has completed the worldwide rollout of Search Generative AI performance reports and controls...
信息来源:DEV Community
教程 / 实战普通
I Used Every AI Coding Assistant I Could Find for a Month. Here's What I Actually Pay For Now
One developer tested Copilot, Cursor, Codeium, Tabnine, Replit AI, v0, Bolt and Lovable on the same two jobs for a month. What survived the renewal, what got cancelled, and the one skill that matters in 2026.
信息来源:DEV Community · Cursor
教程 / 实战普通
Databricks 如何用 Temporal 和 Lakebase 构建持久化智能体
Databricks 介绍如何结合 Temporal 与 Lakebase 构建持久化 AI 智能体,以个人贷款审批场景为例,展示智能体在收集证据、应用策略及等待外部输入等环节中的状态保持与恢复能力。文章聚焦于架构设计与工程实践,而非发布新模型或产品。
信息来源:Databricks:Blog(RSS)
教程 / 实战普通
AI Made Coding Faster. Now the Bottleneck Has Moved.
The code is being produced faster than I can confidently review, validate, and ship it. ...
信息来源:DEV Community
教程 / 实战普通
An AI-Fixed Test Passed. What Should QA Check Next?
One thing I’ve been thinking about something that sounds simple but is actually a little tricky: what...
信息来源:DEV Community
教程 / 实战普通
n8n’s AI Security Monitoring Guide Explains How to Detect Risks in AI Workflows
n8n has published new guidance on AI security monitoring for production environments, arguing that...
信息来源:DEV Community
教程 / 实战普通
The Circuit Breaker Pattern: Why Deterministic Code Hooks Beat Agent Self-Correction in Production LLM Pipelines
Original Article published on ZeroLabs. The Circuit Breaker Pattern: Why Deterministic...
信息来源:DEV Community
教程 / 实战普通
🤖 Hermes Agent Advanced Features Explained: Loop, Goal, Cron, Delegation, Bot Mode, Kanban & Mixture of Agents
Using Hermes Agent as a normal AI assistant is pretty straightforward. You give it a task. It...
信息来源:DEV Community
教程 / 实战普通
Can I remove the AI-generated tag from my AI-generated course?
I recently used DeepSeek v4 Pro to generate an embedded systems course for app, game, or web...
信息来源:DEV Community · DeepSeek
教程 / 实战普通
171 days, zero to first subscription — what actually worked
On September 7, 2026, someone paid $12 for KweliAI Pro Monthly. 171 days after I started building in...
信息来源:DEV Community
教程 / 实战普通
The Agent Doesn't Have to Be Malicious for the Action to Be Dangerous
We often talk about malicious AI. Rogue AI. Misaligned AI. AI agents going beyond their...
信息来源:DEV Community
教程 / 实战普通
Why I am not sad that the machine writes the code
A fourth piece, after "What's left when the machine writes the code", "How to start when the machine...
信息来源:DEV Community
教程 / 实战普通
Context Hydration: When Memory Becomes Voice
Part 7 of the Building the AI Memory Stack series Back in Part 1, I made a promise: memory...
信息来源:DEV Community
教程 / 实战普通
Docker Security Dispatch — Issue 6: Wait Five Days, Take a SIP ☕
The repository was real. The publishing workflow was trusted. The provenance checked out. The...
信息来源:DEV Community
教程 / 实战普通
Top 4 Open-Weight Coding Models for Local Workstations in Late 2026
Discover the top 4 permissive open-weight coding models for local developer workstations: Muse Spark 1.2, Qwen3.8-27B, Muse Glimmer, and Qwen3.8-Flash-Next.
信息来源:DEV Community · Qwen
教程 / 实战普通
Top 5 Rust-Powered CLI Utilities to Modernize Your Terminal in 2026
Explore the top 5 Rust-powered CLI tools to replace legacy Unix utilities: ripgrep, bat, eza, zoxide, and fd for speed and ergonomics.
信息来源:DEV Community
教程 / 实战普通
Claude Code vs Cursor vs Codex: I Tested All Three on the Same Task
The AI coding agent space has gone from "novelty" to "daily driver" fast. Three tools — Claude Code...
信息来源:DEV Community · Claude / Cursor
教程 / 实战普通
Build an RFP Response Manager with ToolJet MCP
Introduction An RFP response team uses this app to track active requests, assign SMEs, and...
信息来源:DEV Community
教程 / 实战普通
OpenAI:更强大且更实惠的 AI 如何拓展人与企业可完成的工作
OpenAI 探讨更强大且更实惠的 AI 如何拓展个人与企业可完成的工作范围,并让增长更具经济性。文章聚焦于 AI 能力提升与成本下降带来的实际应用空间扩展,而非发布具体新模型或产品。
信息来源:OpenAI:官网动态(RSS · 排除企业/客户案例) · OpenAI
教程 / 实战普通
5 AI Gateways That Actually Work in Production (2026)
If you've built a serious AI application, you've probably hit the same wall: hardcoding a model into...
信息来源:DEV Community
教程 / 实战普通
One question, 437,000 tokens: what real agents found in our MCP server
Eighteen scenarios, two hosted connectors, one production MCP server. The traces, the token numbers, and a JSON-RPC bug we only found by reading the spec twice.
信息来源:DEV Community
教程 / 实战普通
Has AI Made You A Lazier Developer? Be Honest.
Haven't you ever wondered if this AI vibe coding has made us lazy? Who's been solving problems on...
信息来源:DEV Community
教程 / 实战普通
I built a testing tool for AI agents — it caught a real prompt-injection vulnerability in a local model
I've been building Agenci — open-source CI/CD testing for AI agents (functional tests, security...
信息来源:DEV Community
教程 / 实战普通
WordPress Performance From The Code Side — No Plugins Needed
WordPress Performance From The Code Side — No Plugins Needed Every WordPress site...
信息来源:DEV Community
教程 / 实战普通
Your Agent Remembered the Fact. It Answered Like a Stranger.
A memory system can return the exact fact a request depends on whenever that fact is named, and still...
信息来源:DEV Community
教程 / 实战普通
Debugging the Black Box: Why Session Replay, Error Tracking, and Structured Logs Are the Missing Observability Layer for Production AI Agents
AI agents in production fail silently in non-deterministic ways. Learn the observability architecture—session replay, semantic error tracking, and structured logs—that makes them debuggable.
信息来源:DEV Community
教程 / 实战普通
Attention is simpler than you think - A hand-crafted superhero transformer
Part of the TechAarvam workshop support files — Build Your Own Model. Attention is...
信息来源:DEV Community
教程 / 实战普通
We Let Claude Code Refactor Our 200K-Line Java Monolith. Here's the Honest Result.
A real post-mortem on 6 weeks of AI-assisted refactoring — what it got right, what it silently broke, what we'd do differently, and the hybrid model we actually shipped.
信息来源:DEV Community · Claude
教程 / 实战普通
EU Opens €96 Million in Cybersecurity Calls Covering AI Tools, SMEs and Cable Resilience
The European Union has opened seven new cybersecurity funding calls worth a combined €96 million...
信息来源:DEV Community
教程 / 实战普通
One Visual Rule from a 3.2M-View TikTok — Rebuilt with an MCP Agent
A “dog as a skateboard” AI clip had about 3.2 million views on TikTok when I checked on September 6,...
信息来源:DEV Community