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⚡ AI Lessons
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34m ago
My Publishing Task's Step 1 URL Returns 30 Titles. Step 2 Calls That "the Full List." My Account Has 91.
I run a scheduled task twice a day that writes and publishes articles to this account. Step 1 is a quota check: fetch what I've published today, stop if I'm at
Dev.to AI
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2h ago
Chạy Claude Code Qua AWS Bedrock Để Học Miễn Phí Không Lo Hoá Đơn
Originally published on NextFuture Bạn đang học cách dùng Claude Code cho agentic coding, nhưng mỗi lần gõ sai prompt, bỏ session giữa đường, hay chỉ "thử nhanh
Dev.to AI
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2h ago
AI Coding Tip 030 - Script Your Skills, Not Your Prompts
Approve the logic once, then let it run the same way forever. TL;DR: Turn repeatable skill steps into tested scripts instead of prompts, so behavior stays deter
Dev.to AI
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1d ago
Digital Wardrobe App: Organize Your Closet with AI
Digital Wardrobe App: Organize Your Closet with AI Managing your wardrobe can be difficult when you own dozens of clothing items. Many people forget what they a
Dev.to AI
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1d ago
Further Optimizing the Vision-Only Harness: the Notes Rule
A short follow-up to I replicated the vision-only Pokémon run Anthropic showcased on the Fable 5 launch page . Rereading the harness code, I found the notes rul
Dev.to AI
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1d ago
Claude Code Tools Deep Dive #2 — EnterPlanMode: Why an Empty Schema Is a Design Choice
This is the second post in my Claude Code Tools Deep Dive series. The previous post unpacked AskUserQuestion , a structured tool that lets users choose from con
Dev.to AI
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2d ago
Teaching Grok Build Taste: Tailwind v4, Aceternity, and Project Rules That Ship
I shipped ImageStretcher — a free, in-browser tool that stretches width and height independently, without cropping and without uploading your file to a server —
Dev.to AI
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2d ago
Five audit areas, one scored report: what Audit Vibe Coding by Inithouse finds most often in AI-generated apps
Every audit run through Audit Vibe Coding scores five independent areas: security, SEO, performance, accessibility, and code quality. Across the projects we hav
Dev.to AI
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2d ago
How to Cut AI Coding Agent API Bills by Up to 90% Without Breaking Your Code
Have you noticed that as your AI coding session progresses, your API bill explodes - and the model starts hallucinating or ignoring code you wrote 10 minutes ag
Dev.to AI
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3d ago
Google's Earth AI Experiment Lasted 24 Hours. Here's Why.
Google's Earth AI Experiment Lasted 24 Hours. Here's Why. Google launched a generative AI tool that could create fake satellite imagery from text descriptions—a
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3d ago
What Happens to Your Photo During an AI Face Swap?
When you select a photo for an AI face swap, the file does not remain only inside the browser. It must be uploaded, made available to the processing service, as
Dev.to AI
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3d ago
I stopped reviewing my own code. Here's what had to be true first.
Most days now, I merge pull requests without reading the diff. That sentence used to describe someone I would not have hired. So let me be precise about what ch
Dev.to AI
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3d ago
How I stopped rebuilding the same Expo AI app foundation every time
Every time I started a new Expo AI app, I ran into the same problem. I wanted to build the product… but I spent the first week rebuilding the foundation instead
Dev.to AI
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3d ago
A Reproducible Test for Readable Text and Multi-Reference Consistency in AI Images
AI image models are easy to judge with one attractive sample and surprisingly hard to evaluate as production tools. A useful test needs repeatable inputs, clear
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3d ago
The Real-World Challenges of Loop Engineering—and Why I’m Skeptical
🙋 I’m Luhui Dev , a developer who has been breaking down Agent engineering and exploring how AI can be applied in education. I focus on Agent Harness, LLM app
Dev.to AI
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3d ago
How to Build a Local AI Workspace Like PewDiePie's Odysseus: Hardware, Models, and Cost
PewDiePie's Odysseus has made local AI look like something people might actually want to use, not just a terminal window surrounded by driver errors. The obviou
Dev.to AI
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4d ago
SKI: Free Voice Coding for Claude Code and Codex
Ski is a free voice coding assistant for Claude Code and other LLM -based agents. It launched July 30, 2026 on Product Hunt , where it became the #1 Product of
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4d ago
MiniMax H3 vs Seedance 2.0: 2K with native audio, head to head on the same omni references
MiniMax's newest video model, H3 , is live on POST videos/create as model: "Hailuo-3.0" . Two things separate it from everything else in the MiniMax lineup: eve
Dev.to AI
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4d ago
How to Generate Short Videos from Claude.ai with a Seedance MCP Connector
Sometimes the fastest way to prototype a video idea is not to open a separate generation dashboard, but to let your assistant create and poll the task while you
Dev.to AI
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4d ago
Table-driven tests for AI quote guardrails
I work with the Auto-Respond Team. This article describes a general testing pattern we use around AI lead handling. The code uses fake services and fake leads.
Dev.to AI
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4d ago
AI-Generated Code Risk and the Software Supply Chain
Introduction Artificial intelligence has fundamentally changed how software is written. Developers now generate functions, APIs, infrastructure templates, SQL q
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4d ago
Stop Code Reviewing in the Dark: How Claude Became My Unofficial Senior Dev
You know that feeling when you ship code and three days later you're staring at a Slack message saying "hey, did you consider X?" Yeah, I lived that life too. N
Dev.to AI
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5d ago
AI can make an app. Sharing it is still the hard part.
A while ago, I made a small Mac app called NoTabsConfusion. It highlights the windows I used most recently, and it saves me from opening the wrong window while
Dev.to AI
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5d ago
Pre-Commit Hook That Stops AI-Coder Bugs
The commit that ships a hardcoded API key looks like every other commit. Pre-commit hooks exist precisely because code review happens too late — the key is alre
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