DEV Community • 2026-04-12 13:28

How to Run GLM 4.7 Flash Locally with Ollama — 30B Quality at 3B Speed

ZhipuAI quietly dropped GLM 4.7 Flash and it's been blowing up — 830K+ downloads on HuggingFace, 1,600+ likes. The pitch: 30B-parameter MoE model with only 3B active parameters per token. Translation: you get 30B-class quality at the speed and VRAM cost of a 3B model. The benchmarks back it up. AIME 25: 91.6% (beats GPT-class models). SWE-bench Verified: 59.2% (nearly 3x Qwen3-30B-A3B). And it's ...

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DEV Community • 2026-04-12 13:27

Your code is not the asset, your spec is

I've been thinking about this for a while now and I'm not sure I have it fully figured out, but the more I work with AI agents on brownfield codebases the more I'm convinced that we've been protecting the wrong thing. We treat code like it's the asset. We refactor it, we write tests for it, we argue about naming conventions and folder structure. And for a long time that made sense because rewriti...

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[2026-04] How I Currently Use Claude Code
DEV Community • 2026-04-12 13:27

[2026-04] How I Currently Use Claude Code

Here's a summary of how I currently use Claude Code. I previously introduced a Claude Code book in [2026-01-16-1], but this time I'll write about my own workflow. Development Environment I work on my MacBook's built-in display. I'm not really someone who uses external monitors. I display the macOS built-in Terminal.app in full screen and use tmux. I don't split tmux windows—instead, ...

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newest submissions : multi • 2026-04-12 13:27

Paying Google to Hack macOS Users?

submitted by /u/pgaleone to r/programming [link] [comments]

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/r/ReactJS - The Front Page of React • 2026-04-12 13:25

Yo I just built a solution to my .env security problem.

Though I can use the npm packages already there but that wouldn't give me a satisfaction of being secure I just wanted something light and simple and also easy to work with, it's an NPM Package envcrypted. Check it out guys 😄 https://www.npmjs.com/package/envcrypted submitted by /u/Palaan [link] [comments]

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Audio Ai agent Pipeline
DEV Community • 2026-04-12 13:25

Audio Ai agent Pipeline

Introduction Voice-controlled AI agents have traditionally required expensive cloud APIs, constant internet connectivity, and a willingness to send sensitive audio to third-party servers. This project breaks that mould by assembling an end-to-end voice-to-action pipeline that keeps the heavy inference local. You speak — or upload an audio file — and the system transcribes, understands, ...

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Most security tools still use 20-year-old rules. That's why I built Permi.
DEV Community • 2026-04-12 13:24

Most security tools still use 20-year-old rules. That's why I built Permi.

The Problem Old-school vulnerability scanners work like this: If response matches pattern → safe Else → unsafe That logic was fine in the early 2000s. But modern systems are dynamic, complex, and full of legitimate edge cases. Those same tools now flood you with false positives. You run a scan. It says 50 "critical" issues. You spend hours filtering. Only 8 are real. That's n...

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DEV Community • 2026-04-12 13:23

I Got Tired of Hardcoding Fake Data. So I Built a Mock API That Generates It Automatically.

It was a Tuesday morning. New sprint. My task: build the product listing page. Simple enough. Except the backend team told me the /products API would be "ready by end of week." End of week came and went. So I did what every frontend dev does in this situation. When the real API finally came in - two weeks later - I spent another day ripping out all the hardcoded stuff. There had to be a better...

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Israeli strike kills infant girl in south Lebanon during father's funeral
newest submissions : multi • 2026-04-12 13:22

Israeli strike kills infant girl in south Lebanon during father's funeral

submitted by /u/SPXQuantAlgo to r/worldnews [link] [comments]

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Trump: US will block ships at Strait of Hormuz, is ready to ‘finish up’ Iran
newest submissions : multi • 2026-04-12 13:22

Trump: US will block ships at Strait of Hormuz, is ready to ‘finish up’ Iran

submitted by /u/KingRoy0292 to r/worldnews [link] [comments]

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Hacker News: Front Page • 2026-04-12 13:21

Seven countries now generate 100% of their electricity from renewable energy

Article URL: https://www.the-independent.com/tech/renewable-energy-solar-nepal-bhutan-iceland-b2533699.html Comments URL: https://news.ycombinator.com/item?id=47739313 Points: 4 # Comments: 0

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newest submissions : multi • 2026-04-12 13:21

U.S. will blockade Strait of Hormuz after Iran peace talks fail

submitted by /u/Luka77GOATic to r/news [link] [comments]

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Hacker News: Front Page • 2026-04-12 13:20

Tell HN: OpenAI silently removed Study Mode from ChatGPT

Here's hoping that it will return soon, as I really liked it. Comments URL: https://news.ycombinator.com/item?id=47739305 Points: 14 # Comments: 1

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Record turnout expected as parliamentary election in Hungary gets under way
newest submissions : multi • 2026-04-12 13:20

Record turnout expected as parliamentary election in Hungary gets under way

submitted by /u/Infidel8 to r/worldnews [link] [comments]

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DEV Community • 2026-04-12 13:18

I built an MCP server that tells Claude when ChatGPT is down (and how much it costs)

Every developer using AI tools has hit this at some point: You open Claude or Cursor, something feels slow or broken, and you spend 10 minutes wondering if it's your code, your network, or the service itself. Then you go check a status page. Then you check another one. Then you give up. I built Tickerr to solve this — independent uptime monitoring for 42+ AI tools, updated every 5 minutes. Tod...

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DEV Community • 2026-04-12 13:16

Lagrange interpolation: turning points into a polynomial

1. What is a polynomial? A polynomial is an expression built from a variable x, using only addition, multiplication, and non-negative integer exponents: P(x) = 3x² + 2x + 1 The degree is the highest power of x. The example above is degree 2 (quadratic) because x² is the highest term. Some more examples: 5x³ − x - degree 3 (cubic) 7x + 4 - degree 1 (linear) 42 - degree 0 (c...

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Hacker News: Front Page • 2026-04-12 13:15

Pro Max 5x Quota Exhausted in 1.5 Hours Despite Moderate Usage

Article URL: https://github.com/anthropics/claude-code/issues/45756 Comments URL: https://news.ycombinator.com/item?id=47739260 Points: 23 # Comments: 2

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Politico survey finds 84% of EU people distrust US tech companies to handle their personal data responsibly, rising to 93% distrust for Chinese tech firms
newest submissions : multi • 2026-04-12 13:14

Politico survey finds 84% of EU people distrust US tech companies to handle their personal data responsibly, rising to 93% distrust for Chinese tech firms

submitted by /u/sr_local to r/technology [link] [comments]

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HackerNoon - react • 2026-04-12 13:07

Fixing Indefinite Geolocation Hangs in React and React Native Applications

This article investigates why geolocation requests in React and React Native apps can hang indefinitely despite granted permissions. The issue stems from a combination of missing timeouts in the API, platform-specific restrictions (like Android battery saver and iOS authorization mismatches), and poor lifecycle management. By implementing manual timeouts, platform-aware logic, robust error handlin...

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Docker Swarm Auto-healing: A Guide to Troubleshooting 'Pending' States
DEV Community • 2026-04-12 13:07

Docker Swarm Auto-healing: A Guide to Troubleshooting 'Pending' States

It’s 3:00 AM. Your monitoring alert goes off. You check your cluster, and instead of a healthy green "Running" status, you see the dreaded, silent word: Pending. In Docker Swarm, "Pending" is the scheduler’s way of saying, "I want to run this container, but I literally can’t find a home for it." Unlike an "Error" or a "Crash," a Pending state doesn't always show up in the standard logs. It’s a sc...

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