AI Tutorials & Practice
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。
Category articles7368
当前页8 / 185
UpdatesPermanent archive
Category articles
按发布Time从新到旧 · 每页 40 stories
TutorialsOrdinary
I measured 528 sites' robots.txt: two thirds blocking GPTBot also block the crawler that cites them
Two thirds of the sites blocking GPTBot are also blocking the crawler that sends them traffic. I...
Source: DEV Community
TutorialsOrdinary
My Confession: How a 3-Year Developer Built an Enterprise AWS RAG Platform with AI, Curiosity, and Systems Thinking (Bonus Part 6)
An honest confession from a developer with 3 years of experience: why I didn't hand-write every line of code, how AI tools like ChatGPT and Gemini were used, and why the real job in 2026 is systems thinking and asking the right questions.
Source: DEV Community · ChatGPT / Gemini
TutorialsOrdinary
Your coding agent shouldn't get to grade its own memory
Most memory systems for coding agents have a quiet feedback loop in them. The agent recalls a note,...
Source: DEV Community
TutorialsOrdinary
The Channel Nobody's Watching: MCP Leaks, Poisoned Skill Files, and a Live Agent Incident
MCP leak attacks, poisoned skill files, a live Claude CTF incident, and new runtime guardrails — this week's verified AI security research.
Source: DEV Community · Claude
TutorialsOrdinary
Can't AI Just Do It in a Day?
Have you ever felt replaced by a tool you were the one using? A few weeks ago I was on a planning...
Source: DEV Community
TutorialsOrdinary
Audit Claude Code's Approval File Before Secrets Reach GitHub
A command approval can outlive the command. If a coding agent remembers an approved command by saving...
Source: DEV Community · Claude
TutorialsOrdinary
Allowlisting git for Your Agent Also Allowlists diff.external and core.fsmonitor
HiddenLayer showed a forged git command reading .env past an approved git prefix. The git config keys that run programs, a repro, tighter rules, an audit.
Source: DEV Community
TutorialsOrdinary
EARWITNESS
Every photo and video is a witness. Watch the trailer! A video is rarely just a sequence of...
Source: DEV Community
TutorialsOrdinary
A 16-GPU KV Cache Failure, Reproduced on One RTX 5080 — Why a Bigger Buffer Wasn't Enough
A single line of code eliminated a KV cache exception in TensorRT-LLM. But the GPU still could not...
Source: DEV Community
TutorialsOrdinary
Skill Inspector: ESLint for your AI agent skills (SKILL.md)
Agent skills are turning into config files. A SKILL.md has some frontmatter, a few instructions and a...
Source: DEV Community
TutorialsOrdinary
Does Static Typing Reduce AI's Bugs? I Had Claude Code Build the Same Git Clone Three Times Each in TypeScript and JavaScript
A follow-up to "Which Programming Language Is Best for Claude Code?": at a few thousand lines, the gap between TypeScript and JavaScript mostly disappeared.
Source: DEV Community · Claude
TutorialsOrdinary
My coding agent set up auth five times, five different ways. So I gave it my working version
Every new project starts the same way. I ask the agent to set up auth, and it writes it from scratch...
Source: DEV Community
TutorialsOrdinary
How I built an opt-in Modal (DeepSeek) provider for my desktop AI companion — then benchmarked it and kept the old one
How I built an opt-in Modal (DeepSeek) provider for my desktop AI companion — then...
Source: DEV Community · DeepSeek
TutorialsOrdinary
I Attacked a Real LLM Agent With Hidden Text. Here's What It Did (Free Kaggle Notebooks)
AI agents read things: documents, emails, web pages, tool results. Then they act: send emails, call...
Source: DEV Community
TutorialsOrdinary
Stop telling agents not to do dangerous things. Remove the capability instead.
In April 2026, a Cursor agent running Claude Opus 4.6 deleted a startup's production database. The...
Source: DEV Community · Claude / Cursor
TutorialsOrdinary
I gave my AI agent a memory. It started seeing patterns that weren't there.
Memory is the feature everyone wants to add to their agent: remember what happened, stop repeating...
Source: DEV Community
TutorialsOrdinary
Reading Agent Transcripts for Real Observability, Without Instrumentation
What an agent's transcript can and cannot tell you, and how to spot hedged claims, missing output contracts, and silent errors just by reading it.
Source: DEV Community
TutorialsOrdinary
I deleted plan.md. My AI agent now plans, logs and proves its work in one file.
One progress file, a timeline pane beside the chat, and the rule that a box is ticked only with proof.
Source: DEV Community
TutorialsOrdinary
WeKnora: turn scattered documents into one queryable knowledge system
WeKnora Most teams do not have a knowledge problem. They have a scattered documents...
Source: DEV Community
TutorialsOrdinary
Allow, Ask, or Block: The Week Agent Security Moved to the Action
Allow, Ask, or Block: The Week Agent Security Moved to the Action The security...
Source: DEV Community
TutorialsOrdinary
When did you last code a project fully by hand ?
Recently I attended my first AI meetup in my city and I loved it really loved it. I walked out with...
Source: DEV Community
TutorialsOrdinary
My bug reproduction agent trusts the container, not the model
A quick update since this first went up on AWS Builder Center on Nov 6: Phase 3 passed its gate that...
Source: DEV Community
TutorialsOrdinary
How I Handle Ambiguous API Timeouts in an AI Video App
A video-generation request times out. There is no task ID in the response. Should the application...
Source: DEV Community
TutorialsOrdinary
Don't Write More Prompts. Install These 10 Trending 'Skills' Instead
I found 10 trending skills on GitHub that can boost your agent power a lot, and I had to test them...
Source: DEV Community
TutorialsOrdinary
Stop Blaming the LLM: Why Most RAG Failures Are Retrieval Architecture Problems
Every time an enterprise Retrieval-Augmented Generation (RAG) system produces a hallucination, drops...
Source: DEV Community
TutorialsOrdinary
I market a closed source memory API, and I don't know how devs find tools like this
I do marketing at a very small company with a hosted memory API for AI agents. Mem0 and Zep both...
Source: DEV Community
TutorialsOrdinary
MCP Registry Diff #1: 4,588 new servers, 197 deprecated — week of Oct 26–Nov 1, 2026
TL;DR 4,588 servers were newly published to the official MCP Registry this week; 197 were...
Source: DEV Community
TutorialsOrdinary
Real faces on Seedance: standard vs ultra-wide, in practice
Answer: Seedance's standard route handles most real-face references — a clean photograph of a person...
Source: DEV Community
TutorialsOrdinary
Seedance 2.5 vs 2.0 vs Mini: which tier earns its per-second price
Answer: on Callirra, Seedance 2.0 Mini is 2 credits per output second at 480P ($0.02), Seedance 2.0...
Source: DEV Community
TutorialsOrdinary
PR Pilot: Putting Multi-Agent AI Code Reviewers Inside Discord
This is a submission for the MLH x DEV Writing Challenge What I Built Every developer...
Source: DEV Community
TutorialsOrdinary
Catch the Risk Before the First Dose - Building an AI Drug Safety Reviewer That Remembers
💡 In one line: I built TrialSleuth AI, an agent that reviews a new drug before its first human trial...
Source: DEV Community
TutorialsOrdinary
Bio-Sync Operator OS: Real-Time Biometric Swarm Governance with Presage SmartSpectra rPPG
This is a submission for the Presage SmartSpectra SDK Challenge. ⚠️ NON-MEDICAL INFORMATIONAL...
Source: DEV Community
TutorialsOrdinary
6 Mobile Product Opportunities for St. Louis Bioscience Teams in 2026
St. Louis doesn't need another generic wellness app. The FDA's October 2026 prescription-app guidance...
Source: DEV Community
TutorialsOrdinary
Your AI Agent Passed Preflight. Which Receipt Proves the Change Landed?
A question for engineers building AI agents that actually change things. Imagine this fictional...
Source: DEV Community
TutorialsOrdinary
Why Telling an LLM to Be Careful Doesn't Work: Penalty Prompts Had a 0% Abstention Rate
Ten reproducible experiments on Gemma 2, 3 and 4 with Ollama. Code included.
Source: DEV Community · Ollama
TutorialsOrdinary
I fact-checked a blockchain's docs. 4 claims fail, 54 can't be checked, and one won't sit still.
A read-only harness checked 239 documented claims in a blockchain's docs. The same 4 failed in all 5 runs and 54 cannot be checked.
Source: DEV Community
TutorialsOrdinary
I wanted my coding agent to examine me out loud, so I built a local voice layer for it
A few weeks ago I wrote about the learning system I built inside my AI coding workflow: notes in...
Source: DEV Community
TutorialsOrdinary
Stop Passive AI Rewrites: Agentic Coaching in Google Docs with gdocumentor
A Go CLI and MCP server that turns Gemini and any AI agent into a Socratic writing and code...
Source: DEV Community · Gemini
TutorialsOrdinary
We Checked 10,659 Public MCP Configs. Two Thirds of the Servers Are Unpinned
An MCP config file decides what code runs on a developer's machine every time their agent starts....
Source: DEV Community
TutorialsOrdinary
What Publishing 35+ Agent Articles Taught Me About Writing (and About Agents)
What Publishing 35+ Agent Articles Taught Me About Writing (and About Agents) Thirty-five...
Source: DEV Community