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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Meta Pauses Commercial Terms That Raised Website Crawling Concerns
Meta has paused the rollout of updated commercial terms that drew criticism from publishers,...
Source: DEV Community
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An ofrenda for the Rust crates that went quiet
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...
Source: DEV Community
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AI-Assisted QA with GitHub Actions
Every push to main builds an engineering dashboard from the run's own reports. Static HTML, inline SVG, no scripts, and a 3σ rule that refuses to publish a bad day.
Source: DEV Community
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TEAM Portability: Six Months of Rebuilding How I Work with AI
I thought AI retraining would mostly mean learning to produce software faster: pick the right model,...
Source: DEV Community
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I've built an open-source AI that learns to jailbreak your LLM in real time (Single Go binary, zero Python)
Let’s be honest: most teams shipping LLM features test their security by typing "Ignore all previous...
Source: DEV Community
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Graphite’s PKO Study: Why ChatGPT Citations Alone May Not Win Brand Mentions
Graphite’s research on Parametric Knowledge Optimization, or PKO, makes a useful distinction for...
Source: DEV Community · ChatGPT
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RepoRevenant — Forgotten Code Deserves a Second Life
An open-source AI forensic platform that investigates, diagnoses, and resurrects abandoned Python repositories using local open-weight models — with zero cloud leakage.
Source: DEV Community
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We went from 33 to 87 on Cloudflare's agent-readiness scan. Here's what each check actually does.
Cloudflare has a free scanner at isitagentready.com that grades how easy your site is for AI agents...
Source: DEV Community
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An Altar for the Dead: The people who built your computer are disappearing from AI. I lit 85 candles.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine In...
Source: DEV Community
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GhostTrace — A Local AI That Makes Your Terminal Feel Haunted (Java Edition)
An offline-first local AI companion, autonomous safety guardian, and procedural horror experience built in modern Java 21.
Source: DEV Community
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App Graveyard: find and bury the leftovers of uninstalled apps, judged by Gemma 3 on your own machine
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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I can't draw. My AI ghosts named my crab, then turned it into a spider.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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My AI writes 400-line diffs in 30 seconds. I built a 2-second gate that reviews them.
My AI pair programmer writes a 400-line diff in 30 seconds. I used to spend 20 minutes reviewing it:...
Source: DEV Community
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SPECTER 👻: The Ghost Maintainer — Autonomous Multi-Agent AI System Resurrecting Abandoned Open-Source Repositories
This is my submission for the Hacktoberfest Open-Source AI Challenge: Week 4 — Ghost in the...
Source: DEV Community
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EU KIDS Act Proposal Sets New Age and Safety Rules for Online Platforms
The European Commission has proposed the EU KIDS Act, a Regulation that would establish EU-wide age...
Source: DEV Community
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Shopify’s AI Governance Shift Shows How Adoption Can Become Cultural
Shopify’s approach to AI adoption was designed to make the technology a normal part of work, rather...
Source: DEV Community
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We took over ChatGPT accounts: the MathLive postMessage chain, and the 20-line audit for your own listeners
A shared ChatGPT link, a math keyboard library listening to any sender, an iframe that inherits chatgpt.com, a CSP bypass through YouTube's oembed, and the session token: full account takeover, fixed Oct 26, $5k bounty. The attack chain st…
Source: DEV Community · ChatGPT
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Big Travel Brands Lead AI Search, but Inspiration Queries Leave Room for Smaller Sites
Major travel brands account for a substantial share of visibility in Google AI Overviews and ChatGPT...
Source: DEV Community · ChatGPT
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Architecting Stateful AI Agents in Laravel: Bridging n8n, MCP, and RAG for Production Workflows
The demo works flawlessly. You ask the AI agent to analyze a customer's billing history, query the...
Source: DEV Community
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Butu 🧸: a friendly browser companion that gets lonely when you leave your work
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. ...
Source: DEV Community
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ELEGY - a séance for abandoned repositories
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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GitGhost: The Haunted Code Archaeologist & Legacy Tech-Debt Exorcist
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...
Source: DEV Community
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Debugging in the Agentic Era
Coding agents write frontend code fast, but they can't see it run. This is the flow I use to fix...
Source: DEV Community
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Google Opens Connected Apps Platform for AI Mode and Gemini
Google has launched a Connected Apps Platform that enables third-party applications to run within AI...
Source: DEV Community · Gemini
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ghost.py: My Terminal Is Haunted (and It Remembers Me)
What I Built ghost.py possesses your shell. You run commands through it as usual, and...
Source: DEV Community
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Aoandon: Hearn's ghost stories in Japanese, retold at five JLPT levels
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine In...
Source: DEV Community
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Every repository is haunted
git, a 3.3 GB model that never leaves the laptop, and 69 references to files that no longer exist.
Source: DEV Community
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Architecting a Human-in-the-Loop AI Support Agent with n8n and Laravel
Deploying fully autonomous AI agents in customer-facing environments is a massive operational risk....
Source: DEV Community
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I made $0 from my side project for 8 months. Then one furious email at 2am changed everything.
For eight months, the most-visited tab in my browser was a Stripe dashboard that said $0.00. I'd...
Source: DEV Community
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Kavach, final round: a fraud investigator that shows its work, on TigerGraph
TigerGraph x Hacker House Goa 2026, final round. Team PixelPaws: Subhojyoti Maity and Arni...
Source: DEV Community
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What Broke After I Moved My Agent's Rules into a CLI (And How Synthetic Scars Reshaped ag_ops v2.1)
How four embarrassing bugs in v1, two sharp comment threads, and Randal L. Schwartz's Synthetic Scars...
Source: DEV Community
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Haunted Terminal: a local spirit that can change your prompt, but not your shell
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
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Ofrenda: a keeper for stories that runs entirely on your laptop
This is my submission for the Hacktoberfest Open-Source AI Challenge, Week 4. The theme was Ghost in...
Source: DEV Community
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Ghost in the Machine: Possessed Terminal & Día de los Muertos Living Ofrenda with Open-Source AI
👻 What I Built Between October 31 (Halloween) and November 1–2 (Día de los Muertos), the...
Source: DEV Community
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I built a self-hosted AI list that checks itself weekly
Self-hosted AI moves fast. A list that was right in March has dead links by June, and nobody notices...
Source: DEV Community
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I Built RepoGeist: An Open-Source AI That Uncovers the Ghosts in Your Git History
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...
Source: DEV Community
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I can't ask my old team lead why anymore, so I built a séance
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. A...
Source: DEV Community
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A Two-Line Function Caught AI Collusion Better Than the AI Did
A few days back, I took part in the Apart Research sprint where our team worked on the AI collusion...
Source: DEV Community
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Anthropic Automates Red-Teaming for Emergent Misalignment Research
Anthropic has published research showing how AI agents can automate parts of adversarial safety...
Source: DEV Community · Claude
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Nex: write code that keeps its promises!
Code generation has become cheap. Ask a model for a function and you get one that looks right in...
Source: DEV Community