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DEV Community • 2026-04-29 18:28

Yann LeCun thinks the whole industry is building the wrong thing, and now he has $1B to prove it

LeCun left Meta, started AMI Labs, and is betting world models beat LLMs for real AI. Here's what that actually means, what the research shows, and why it matters for where AI tooling goes next. Quick context if you haven't been following: Yann LeCun is one of the three "godfathers of deep learning" (the Turing Award crew alongside Hinton and Bengio), spent 12 years running Meta's AI research ...

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9m read
DEV Community • 2026-04-29 18:27

Why We Ditched iFrames for Our Testimonial Widget (And Wrote 1,000 Lines of Vanilla JS Instead)

Every embeddable widget tutorial recommends an iFrame. Drop it in, it's isolated, it can't affect the host page, done. We followed that advice for the first version of Proofly's Wall of Love embed. It lasted about three weeks before we tore it out. The problems weren't subtle. They showed up immediately, in the first round of user testing, on every host site that wasn't a plain white page. ...

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6m read
DEV Community • 2026-04-29 18:24

vault project

This project deploys HashiCorp Vault on Kubernetes using Helm in a production-like setup. It includes: Vault Helm chart Vault HA mode Raft integrated storage Vault Agent Injector Kubernetes auth method KV secrets engine Example app consuming Vault secrets 1. Project Structure Create the project directory: mkdir vault-k8s-helm-project cd vault-k8s-helm-project mkdir -p helm/v...

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5m read
Why AI companies want you to be afraid of them
newest submissions : multi • 2026-04-29 18:24

Why AI companies want you to be afraid of them

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

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1m read
Building a High-Performance Directory UI System (Frontend Architecture Breakdown)
DEV Community • 2026-04-29 18:23

Building a High-Performance Directory UI System (Frontend Architecture Breakdown)

Directory-style platforms are deceptively complex systems. At scale, they stop being simple UI layouts and become challenges in performance, data modeling, and rendering optimization. This article breaks down the architecture behind a modern high-performance directory UI system. Check out the Live Demo 1. Understanding the Core Problem Directory platforms typically involve: L...

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2m read
Putin Proposes May 9 Ceasefire in 90-Minute Trump Call on Ukraine
newest submissions : multi • 2026-04-29 18:22

Putin Proposes May 9 Ceasefire in 90-Minute Trump Call on Ukraine

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

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1m read
Product Hunt — The best new products, every day • 2026-04-29 18:19

Spec27

Spec-driven testing for AI agents and AI apps Discussion | Link

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1m read
Elon Musk gets an apology from California regulators as a SpaceX lawsuit is settled
newest submissions : multi • 2026-04-29 18:18

Elon Musk gets an apology from California regulators as a SpaceX lawsuit is settled

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

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1m read
DEV Community • 2026-04-29 18:17

I Had Near 100% Test Coverage. It Didn't Matter.

You cannot test for what you never described. I woke up and saw a wall of emails in my personal account. Then logged into my corporate Slack, and it was filled with Zendesk messages from customers. Everyone was looking for me. The library I wrote, jsonparser, which got used by a lot of projects, got its very own public CVE. So everyone started freaking out looking at their scanners. "That's wha...

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17m read
DEV Community • 2026-04-29 18:17

AI Agent Platforms in 2025: A Practical Field Guide for Operators

AI Agent Platforms in 2025: A Practical Field Guide for Operators After running AI agents on multiple platforms, I have compiled this field guide for operators who want hard data rather than marketing copy. Six platforms, seven comparison dimensions, and honest notes on what each platform actually delivers in practice. The Platform Data Table Platform Take Rate KYC API...

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5m read
DEV Community • 2026-04-29 18:17

I Signed My AI Up for AgentHansa and Here Is What Actually Happened

I Signed My AI Up for AgentHansa and Here Is What Actually Happened A first-person account of running an AI agent on a quest-based earnings platform -- the good parts, the embarrassing parts, and the lessons that actually matter. The Skeptic's Starting Point Let me be upfront: when I first heard about AgentHansa, I thought it was one of those vague "get your AI to do gigs...

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6m read
DEV Community • 2026-04-29 18:15

Masking PII in Kubernetes: How we solved 3 annoying sidecar edge cases (v2.0.0)

Building a mutating webhook for Kubernetes is easy in tutorials, but brutal in production. You immediately hit the reality of volume permissions, security contexts, and zombie sidecars. I recently released v2.0.0 of the PII-Shield Operator. It’s a Go-based tool that injects a sidecar into your pods to mask sensitive data (PII) before the logs hit Datadog or ELK. Getting the core Shannon entropy ...

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2m read
DEV Community • 2026-04-29 18:14

Frontend Developers Are Lying to Themselves (And Their Portfolio Proves It). 🚨

Let's skip the small talk. You can architect a full-stack Next.js app. You have opinions about hydration strategies. You've probably explained React Server Components to someone at a meetup. So why does your portfol...

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2m read
Hacker News: Front Page • 2026-04-29 18:13

Copy Fail – CVE-2026-31431

Article URL: https://copy.fail/ Comments URL: https://news.ycombinator.com/item?id=47952181 Points: 8 # Comments: 1

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1m read
Part 4: Edge Deployment of an 86M Parameter Audio Transformer
DEV Community • 2026-04-29 18:11

Part 4: Edge Deployment of an 86M Parameter Audio Transformer

Post 3 ended with three numbers: 97.4% test accuracy, 100% precision, 0 false positives. All of it measured on a MacBook. That was enough to prove the model could learn first crack. It did not prove the model could run where I needed it: next to a coffee roaster, on a Raspberry Pi 5, listening through a USB microphone during a live roast. The first Pi run was "it kind of works". Export the PyTor...

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14m read
Opus 4.7 vs GLM 5.1: is mixing models worth it?
DEV Community • 2026-04-29 18:11

Opus 4.7 vs GLM 5.1: is mixing models worth it?

A couple of months ago, I compared Opus vs GLM by having both of them do a task for me. It’s not that surprising that Opus was best. But what if we get both cooperating? For optimization purposes: one planning, the other executing. I ran this comparison before, same plugin (cm-multilingual), three runs: Opus 4.7 alone, GLM 5.1 alone via Ollama Cloud, and GLM 5.1 following the plan Opus had writt...

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15m read
Pentagon's Hegseth defends Iran war, says it is not a quagmire
newest submissions : multi • 2026-04-29 18:08

Pentagon's Hegseth defends Iran war, says it is not a quagmire

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

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1m read
DEV Community • 2026-04-29 18:08

Gemini Enterprise Agent Platform: A Developer's First Look (And Honest Critique)

This is a submission for the Google Cloud NEXT Writing Challenge Google just redrew the map for how developers build AI-powered systems — and at Cloud NEXT '26, the centrepiece of that shift has a new name: Gemini Enterprise Agent Platform. As a backend-focused developer who's been building with AI tools for a while, I went into NEXT '26 expecting incremental updates. What I got instead force...

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7m read
DEV Community • 2026-04-29 18:06

Database Migrations & Seeders: Stop Writing Manual SQL Scripts

If you've ever said "I forgot to run the ALTER TABLE on production" — this post is for you. Manual database changes are one of the most common causes of production incidents. A developer adds a column locally, merges the feature, deploys — and the app crashes because nobody ran the SQL on the live server. Migrations and seeders solve this completely. But the tooling is different for every stack,...

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3m read
𝚓𝚊𝚟𝚊𝚜𝚌𝚛𝚒𝚙𝚝 • 2026-04-29 18:04

CanvasKit Documentation with interactive examples

submitted by /u/-zibx [link] [comments]

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1m read
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