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DEV Community • 2026-04-28 13:39

Current AI is at best a very sophisticated vending machine, not legitimate intelligence and we have a potential alternative.

The prompt-response paradigm is a dead end. Here's what comes after it. OpenGrex: a distributed intelligence network in which curiosity is structurally inevitable. Every AI system built today shares one assumption nobody questions: intelligence is a response to a request. You prompt it. It answers. You close the tab. It stops existing. That's not intelligence. It's a sophisticated vending machin...

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2m read
DEV Community • 2026-04-28 13:39

I Built a Go Project Scaffolding Tool (Because the Ecosystem Needed One)

If you've ever started a new Go project, you know the drill. Create a directory, run go mod init, write a main.go, set up a router, wire up handlers, add a Makefile, configure a .gitignore before you've written a single line of your code, you've already spent 30 minutes on boilerplate. The JavaScript world has create-react-app. The Java world has Spring Initializr. The Go world had copy-paste fro...

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5m read
DEV Community • 2026-04-28 13:38

How schema anti-patterns in MongoDB can cost you $$$$

This article was written by Darshan Jayarama. MongoDB is a flexible schema database. This means you have the flexibility to modify the structure of the data store. One collection can have 5 fields in one row(document), 10 in another row, 1000 in another row, and 1 in another row. It doesn't matter how the structure has been aligned in the collection. If you are a developer with a SQL background,...

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3m read
DEV Community • 2026-04-28 13:34

Architecture Teardown: Kubernetes 1.32 Control Plane Internals and Performance Optimizations

Kubernetes 1.32’s control plane now processes 42% more API server requests per second than 1.28, but 68% of engineering teams still misconfigure the components driving that throughput — here’s how the internals actually work, with benchmark-validated tuning steps. 🔴 Live Ecosystem Stats ⭐ kubernetes/kubernetes — 121,980 stars, 42,941 forks Data pulled live from GitHub and npm. ...

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16m read
DEV Community • 2026-04-28 13:34

Benchmark: Bun 1.3 vs Node.js 26 vs Deno 2.1: Package Installation Speed for 1000+ Dependencies

\n Installing 1,000+ npm dependencies shouldn’t take 12 minutes. But for most teams running Node.js 26, that’s exactly the reality of their CI pipeline. This benchmark pits Bun 1.3, Node.js 26, and Deno 2.1 against each other with a real-world 1,247-dependency monorepo to find which runtime actually delivers on install speed promises. \n\n 🔴 Live Ecosystem Stats ⭐ oven-sh/bun — 89...

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16m read
Study finds a third of new websites are AI-generated
newest submissions : multi • 2026-04-28 13:33

Study finds a third of new websites are AI-generated

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

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1m read
DEV Community • 2026-04-28 13:31

Chaintip freshness cert: signed identity scores that age with the chain

A schnorr signature tells you who. A timestamp tells you when. A chaintip tells you when honestly. A chaintip with a TTL tells you when, and how long it's still good for. That last piece is what shipped today on the Depth-of-Identity Oracle. If you follow the softwar conversation (Lowery's Softwar, Paparo's INDOPACOM testimony, the Bitcoin Policy Institute's recent press cycle), the framing matte...

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3m read
DEV Community • 2026-04-28 13:31

Database Optimization for Inventory Management Systems

Introduction Database performance is critical in inventory systems where real-time accuracy is required. Architecture Flow Query Request → Index Lookup → Data Retrieval → Response Delivery Optimization Techniques Use indexing for faster queries Normalize data structures Implement caching layers Best Practices Monitor query performance Optimize frequently accessed data Reduce redundant operations...

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1m read
DEV Community • 2026-04-28 13:30

I shipped an AI pipeline in a month that reads Reddit, HN, and X for startup ideas. The hardest part wasn't the AI.

For the last month I've been building MonetScope — a pipeline that crawls Reddit, Hacker News, and X, reads what real people are complaining about, and surfaces the complaints as scored startup opportunities. Going in, I assumed the hard part would be the AI layer. You know the story: prompt engineering, structured output, temperature tuning. That's where the demos happen and where most of the bl...

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11m read
Russian Tornado-S system, command points in occupied territories struck, Ukraine's military says
newest submissions : multi • 2026-04-28 13:29

Russian Tornado-S system, command points in occupied territories struck, Ukraine's military says

submitted by /u/AdSpecialist6598 to r/worldnews [link] [comments]

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1m read
newest submissions : multi • 2026-04-28 13:29

Iran offers to reopen Strait of Hormuz if US lifts its blockade and the war ends, officials say

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

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1m read
Hacker News: Front Page • 2026-04-28 13:27

United Arab Emirates to quit oil cartel OPEC

Article URL: https://www.bbc.co.uk/news/articles/cj4pxwlr52yo Comments URL: https://news.ycombinator.com/item?id=47934281 Points: 7 # Comments: 0

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Hacker News: Front Page • 2026-04-28 13:26

OpenAI CEO's Identity Verification Company Announced Fake Bruno Mars Partnership

Article URL: https://www.vice.com/en/article/openai-ceo-identity-verification-company-fake-bruno-mars-partnership-mistaken-identity/ Comments URL: https://news.ycombinator.com/item?id=47934269 Points: 9 # Comments: 1

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newest submissions : multi • 2026-04-28 13:25

This Opensource flight search from our small travel community went viral 2 weeks ago. You guys crashed our github. Today we launch a website.

2 weeks ago I posted about an opensource flight search from our small travel community. You guys took it viral. Today we launch a website. https://www.reddit.com/r/software/comments/1sjkcg3/my_opensource_flight_search_just_crossed_420/ You guys are crazy. 2 weeks ago I posted about an open-source flight search that our small travel community made. So many of you started chatting with it on messen...

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Hacker News • 2026-04-28 13:25

Show HN: Live Sun and Moon Dashboard with NASA Footage

Comments

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1m read
newest submissions : multi • 2026-04-28 13:25

From CVS to Git: thirty years of source control, lived from inside

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

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1m read
Building a mobile app landing page template with Next.js 14 — design decisions and lessons learned
DEV Community • 2026-04-28 13:22

Building a mobile app landing page template with Next.js 14 — design decisions and lessons learned

Building a mobile app landing page template with Next.js 14 Most mobile app landing pages I see fall into two categories: generic Bootstrap sites or over-engineered Webflow builds. Neither feels right for an indie developer launching something they care about. So I built a template that sits in the middle — handcrafted, warm, and fast to customize. Design direction I delibe...

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2m read
DEV Community • 2026-04-28 13:22

What to Include in a Bug Report: Console Errors, Network Logs, and Why Templates Aren't Enough

It's standup. Someone picks up a ticket. The title says "Login broken." The description says "See screenshot" but there's no screenshot. Priority is marked "High" — which on this project means nothing, because everything is marked High. The developer spends 20 minutes trying to reproduce, gives up, pings the reporter, waits four hours for a reply: "Oh I think it was in Firefox? Maybe Chrome." The...

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5m read
DEV Community • 2026-04-28 13:21

Clean Code Is a Trap, Decompose Instead for Physics and Performance

Engineering teams obsess over clean code because they want software to look organized and logical in the text editor. Principles like SOLID get followed strictly, and hours get spent debating folder structures, because it feels like the disciplined way to build software. But this desire for logical cleanliness often leads into a trap where teams build systems that are beautiful to read but terribl...

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13m read
DEV Community • 2026-04-28 13:21

I Had No Idea Which Endpoint Was Slowest. So I Built My Own Metrics.

In Part 10, I added structured logging and request IDs. I could now trace a single request through my entire backend — every log line tagged, searchable, debuggable in seconds. But I still couldn't answer basic questions: How many requests did /entries handle today? What's the average response time for /login? Which endpoint is the slowest? Are errors increasing? I had detailed logs for indiv...

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6m read
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