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Highest-signal AI content from the last 48 hours

Dev.to tutorial 20h ago

Automating Support with AI: From a User's Question to a Response

How to assemble context for an LLM, handle its response, and decide when to call another model or a human agent. Part one of a series on automating support with AI.

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Dev.to tutorial 20h ago

The AI Productivity Paradox: Build to Learn vs Build to Earn

Why AI speeds up output without improving outcomes, and a simple model to fix it. Here...

20
Dev.to tutorial 20h ago

Your Agent's Failure Predictor Is Grading the Task, Not the Run

Your Agent's Failure Predictor Is Grading the Task, Not the Run By Igor Eduardo · Austin,...

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YouTube video 44m ago

Today's top AI news countdown: Disney and Adobe team up, new federal AI regulations loom, Anthropic…

Today's top AI news countdown: Disney and Adobe team up, new federal AI regulations loom, Anthropic eyes an IPO, and Nvidia ...

Anthropic
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YouTube video 3h ago

AI peer review beats human experts #ai #news #technology #science #fyp

A Harvard University study found that AI-generated peer reviews are significantly more accurate than those done by human ...

24
Dev.to tutorial 21h ago

Google AI Classroom Part 1: Solving the $25-Per-Exam Problem — Architecting a Sub-$0.02/Student Serverless AI Classroom with Gemini 4 & Firebase

Author: Cyrus Wong (黃俊彥) — Google Developer Expert - Cloud (AI), Senior Lecturer at HKIIT ...

Google
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YouTube video 12h ago

Can we control 1,000x smarter AI? Safety is impossible. #ai #news #fyp #tech

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Dev.to tutorial 42m ago

I taught my local model taste. Here's the prompt that banned the purple gradient.

Every AI-built landing page looks the same: indigo gradient, Inter, three cards with icons in circles. Onyx 3 is my attempt to fix that in a model that runs on your own machine, pl...

12
Dev.to tutorial 22h ago

78 Claude Code runs on three tickets: the spec mattered more than the model

Current coding agents are good enough that "just describe the ticket" usually works. So is writing a...

Anthropic
20
Dev.to tutorial 52m ago

I Read Codex's Source to Find When It Auto-Compacts. It's 90%, and You Can't Turn It Off

Originally published at its-tahir.com. Codex users keep asking when auto compaction fires and why...

Code Generation
12
Dev.to tutorial 1h ago

Caret: an open-source Cursor class AI code editor

I wanted the Cursor experience without shipping a second copy of Chromium and without a monthly fee...

Code Generation Open Source
12
Dev.to tutorial 1h ago

# The 0 / 5 / 20 incident learning curve: watching an agent get better without retraining

"It learns over time" is the most common claim made about AI agents with memory, and the hardest one...

12
Dev.to tutorial 1h ago

Does Having Nothing Make You Better at Shipping AI Products Than a Fortune 500?

This question came up in Chinese AI developer circles recently, sparked by a talk Wang Jian gave at...

12
YouTube video 1d ago

[비즈&트렌드] 눈 앞의 AI‥'스마트 안경' 선점 경쟁 (2026.11.09/뉴스투데이/MBC)

이젠 스마트안경의 시대가 오고 있습니다. 안경을 착용하면 현실 공간 위에 원하는 디지털 화면을 띄울 수 있고, 간단한 손짓만으로 ...

67
Dev.to tutorial 1h ago

Why Website Migrations Can Hurt SEO Even When URLs Stay the Same

Keeping the same URLs during a website migration is valuable, but it is not a guarantee that organic...

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Dev.to tutorial 23h ago

I checked every quote Claude's deep research cited. One wasn't what the source said.

AI research tools are good at sounding sourced. Every paragraph ends with a link, every key point...

Anthropic
20
Dev.to tutorial 1h ago

Google AI Classroom Part 2: Zero-Egress Browser Edge AI Investigator — Running Gemma 4 E2B, MediaPipe 3D Face Mesh & LiteRT Whisper in Web Workers

Author: Cyrus Wong (黃俊彥) — Google Developer Expert - Cloud (AI), Senior Lecturer at HKIIT ...

OpenAI Google
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Dev.to tutorial 1h ago

289 tests, 23 bugs, 8 real: what we learned checking every finding our AI testing agent made

Judge an AI testing tool by what survives a manual check, not by how many bugs it reports. I build...

12
Dev.to tutorial 2h ago

29 checks said 0 subscribers. None of them clicked the link.

Twenty-nine checks recorded zero subscribers. The account had been disabled. None of the checks ever loaded the page a reader clicks.

12
Dev.to tutorial 2h ago

How to Test an LLM When Pass/Fail Doesn't Work: A Practical Guide to AI Evaluation

A practical toolkit for evaluating LLM features: golden datasets, scored metrics, safety tests, CI gates, and production monitoring.

LLM
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Dev.to tutorial 2h ago

A caller said \"I'm his wife.\" Your AI changed the email, resent four invoices, and refunded $2,140.

A residential solar installer — 22,000 accounts across three states — found this one in a state...

12
Dev.to tutorial 2h ago

Your LLM Capacity Plan Is Lying to You: Inside vLLM Overload Traces

During an overload experiment on vLLM, the engine's own prompt token counter missed a third to half...

LLM
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YouTube video 6h ago

AI News 11/10 Claude Fable 5.2登場、APIが2割値下げ #Shorts

2026年11月10日の生成AIニュース。AnthropicのClaude Fable 5.2が出て、APIは入力8ドル・出力40ドル(100万トークン)と前 ...

Anthropic API
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Dev.to tutorial 3h ago

Clean up messy product titles with one API call (free tier included)

If you've ever imported products from suppliers, marketplaces, or old spreadsheets, you know the...

API
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