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。
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TutorialsOrdinary
Export ChatGPT, Claude, Gemini, Grok, DeepSeek, Kimi, and Qwen chats to Markdown with Convolvger 0.6.0
If you have ever tried to export a ChatGPT conversation to Markdown, or save a Claude chat as a .md...
Source: DEV Community · ChatGPT / DeepSeek / Qwen
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Your AI Code Can Be Elegant Too
As the Machine Learning Engineering Manager at an AI-powered SaaS company, I get a front-row seat to...
Source: DEV Community
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Your Agent Said "Done". The Filesystem Disagrees.
"Task completed successfully." That's the most common lie in agent systems. Usually the agent isn't...
Source: DEV Community
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The death of the craft: Why development feels completely empty now.
I’ve been a backend dev for about four years, and lately, I feel like I'm attending the funeral of my...
Source: DEV Community
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My coding agent kept "fixing" proxy errors wrong, so I built an MCP server
I work on proxy infrastructure, which means I read a lot of proxy errors. And I kept noticing the...
Source: DEV Community
TutorialsOrdinary
The transcript is the record: reading what a coding agent actually did
Coding agents write their own session transcripts to disk. Where Claude Code, Codex and OpenCode keep those files, and how to find the session that belongs to your task.
Source: DEV Community · Claude
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I Built an E-Ink Weather Frame for My Kids Who Can't Read Yet
I have three daughters. The oldest is four, the twins are two. None of them can read yet, and every...
Source: DEV Community
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AI Made Me Faster. It Also Exposed What I Didn't Understand
There was a point while building Security Lens when I realized I was fixing problems faster than I...
Source: DEV Community
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How the GitGuardian Mixin Kit Extends Docker Sandboxes for Safer AI Coding
TL;DR A partnership for security: Our new Sandbox Mixin Kit pairs Docker's isolated...
Source: DEV Community
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Building Sarrera: Self-Hosted Enterprise AI Inference Gateway with RBAC, Token Quotas & Telemetry
How to deploy a private, local AI gateway for engineering teams using LiteLLM, Caddy, Langfuse, and Open WebUI with multi-tier quotas.
Source: DEV Community
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The n8n Architecture Validator: Resolving API Rate Limit Conflicts with Sanity MCP (Path 1)
For the Sanity Challenge, I decided to tackle Path One: Ship an agent that queries real content. As...
Source: DEV Community
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GitHub Issues as the Only Database: Running Coding CLIs Unattended Without a Server
ghswarm treats GitHub labels, Issue bodies and checkboxes as the state machine for orchestrating Claude Code / Codex / Cursor headlessly. No webhook, no FastAPI, no database — and it resumes cleanly after the process dies.
Source: DEV Community · Claude / Cursor
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Lean Agents: Decide What Your Agent Can Reach Before It Runs
Every tool you connect to an agent is two things at once: tokens the model reads on every run, and an...
Source: DEV Community
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Graduating in 2030: Is learning C worth it? Honestly?
I started my degree just 1-2 months ago, which means I will be graduating in 2030. Given how rapidly...
Source: DEV Community
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I Published a Median Model Lifespan. Seven Weeks Later the Same Query Said 219 Days More.
On 2026-08-01 I computed how long an AI model lives, from the day it shows up to the day its vendor...
Source: DEV Community
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AcademAI — An Open-Source Research Companion Built for My Wife's PAUD Thesis
Helping students find traceable sources, understand their data, and develop research drafts they can review and defend. Powered by an open-source Node.js agent harness, Google Gemini, and SerpApi.
Source: DEV Community · Gemini
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nefuOS: A from-scratch OS with a browser, WebGL, and a local LLM — built in one month
One month ago, I saw someone's hobby OS and thought: "I want to build one too." One month later,...
Source: DEV Community
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The provider that failed was the feature: building a model-agnostic AI arbiter (Kimi K2 · Qwen · EIP-712)
A real failure story from building EscrowLens, a passkey-native escrow protocol on Monad for the...
Source: DEV Community · Qwen / Kimi
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I showed 30 AI models 336 monitoring dashboards. Most of them can't tell time.
This is a submission for the Kaggle Benchmarking Challenge Most incidents start with a graph. Not a...
Source: DEV Community
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20 Hacktoberfest Ideas That Wins You TheWeekend Challenge
I have been doing open-source for 10 years now. From side projects to small and popular libraries...
Source: DEV Community
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DevOpsDays Vilnius 2026
I was looking for a relaxed, developer-first DevOps event close to Finland, and DevOpsDays Vilnius...
Source: DEV Community
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Terraform Says Passing. The CIS Benchmark Says Critical. An Agent That Resolves Cloud Security Clashes via a Sanity Graph
This is a solo submission by LOI CHIANG HAO for the Sanity Challenge, Path One: Ship an Agent That...
Source: DEV Community
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CodeSage: Code Intelligence for AI Agents, and Why I Rebuilt Its Models
Until this week, CodeSage ran its two models exactly as they ship on Hugging Face: Jina's code...
Source: DEV Community · Hugging Face
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TruthGraph: the right rule depends on when—and for whom
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content. ...
Source: DEV Community
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My local AI agent remembered things I never said. A reader's security review found it.
On Wednesday I posted 187 live prompts, 27 bugs about testing CORTEX, my local AI agent, against a...
Source: DEV Community
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How One "Generate Draft" Button Changed the Design of My Writing Tool
Here is the line that changed my project: Next · Generate draft Enter fullscreen mode ...
Source: DEV Community
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How I built session checklists in my AI assistant: plans the agent can't quietly rewrite
My AI assistant Ankita can hold long working sessions — research, edits, tests, browser work, all in...
Source: DEV Community
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Your Subagents Are Re-Sending 51K Tokens Every Call. I Built a Tool to Prove It.
A recent post here by @ji_ai measured something startling: Claude Code subagents were 48% of their...
Source: DEV Community · Claude
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Your Claude Code Read Deny Rule Is a Screen Door — I Built a Tool That Proves It
A recent post by @rulestack stopped me cold: they ran 20 real claude -p sessions against a...
Source: DEV Community · Claude
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Two copies of the same routing decision, and only one of them got updated
A rule had already routed a failure to a human, but for three days the report filed it as automation work — the field the queue branches on held the old answer.
Source: DEV Community
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My agent paid twice for the same question. The fix was a Redis key
Two people in the same workspace asked my agent the same question minutes apart. Both runs made the...
Source: DEV Community
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Hacktoberfest Is Coming to Nadiad, Gujarat 🚀 Official MLH Meetup at DDU, 15 Oct
Most students hear about hackathons, open source and developer communities in their third or fourth...
Source: DEV Community
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I Built an Agentic Analytics Platform — Here's What I Learned
I Built an Agentic Analytics Platform — Here's What I Learned What if you could ask your...
Source: DEV Community
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Gate Check: can this power bank fly? An agent that knows when airlines and regulators disagree
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
Source: DEV Community
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I run a one-person "dark factory" of AI agents for $0.015 per task. Here is what broke.
I am a solo developer in Germany. In the evenings I build LexyBooster, a German vocabulary app with...
Source: DEV Community
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Your agent's instructions file is a suggestion. A hook is a contract.
Every coding agent now reads an instructions file. CLAUDE.md, AGENTS.md, .cursorrules, whatever yours...
Source: DEV Community · Claude
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Reaction to "AI as a Normal Technology"
This is a reaction on the article: https://knightcolumbia.org/content/ai-as-normal-technology. The...
Source: DEV Community
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I spent three hours debugging an API endpoint that had nothing wrong with it.
The most dangerous bug in modern software engineering is not a syntax error. It is a feature that...
Source: DEV Community
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I Poisoned One Test Per Problem. The Best Models Noticed, Then Made It Pass Anyway.
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked I work...
Source: DEV Community
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My RAG pipeline answered 1. The real answer was 20.
I asked three pipelines one question from the TigerGraph Agentic GraphRAG Hackathon benchmark: how...
Source: DEV Community