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Top Articles of the Day | 03-Jun-2026

Read the best articles of today, from around the globe, curated at one place for you!

AI & Data

Pick #1
Your AI Agent Isn't Failing Because It Hallucinates — It's Failing Because of Rate Limits
Dev.to 6 min read 22 reactions

The dominant production failure mode for LLM agents in 2026 isn't bad reasoning — it's capacity. Here's what the data shows, why nobody demos it, and the capacity-engineering patterns that actually keep agents alive under load.

Pick #2
Microsoft announces Scout, an autonomous AI agent built on OpenClaw
Hacker News 89 points

Read this Hacker News article from computerworld.com.

Pick #3
I distilled a 7B vision model into a 2B one for screenshots — and the 7B teacher scored worse
Dev.to 9 min read 17 reactions

A hands-on knowledge-distillation project: Qwen2-VL-7B → 2B for UI-screenshot understanding, trained, evaluated and benchmarked end-to-end on an M4 Pro. 2.4× faster — and why the teacher lost on ROUGE-L.

Product

Pick #1
AI Native DevCon Day 1: Making AI Agents Ready for Enterprise
Dev.to 6 min read 22 reactions

TL;DR Day 1 of AI Native DevCon was a practical reality check for AI-native software...

Pick #2
I was just scammed by Polymarket
Hacker News 32 points

I was just scammed for $500K by Polymarket. I am "willo2", the top holder of YES on "MicroStrategy sells Bitcoin by May 31st". Here's what happened:

Pick #3
React State Management: When to Use useState, Context, or Zustand
Dev.to 11 min read 14 reactions

Here's a conversation I've had more than once. A developer is building a React app. It starts...

Programming

Pick #1
QBE – Compiler Backend – 1.3
Hacker News 4 min read 87 points

Read this Hacker News article from c9x.me.

Pick #2
Show HN: Opstan, a decentralized social network on a PoW blockchain
Hacker News 61 points

Opstan is a decentralized Proof-of-Work social network with no central server and no single company controlling the network. - OpstanGit/opstan

Pick #3
Roku LT Operating System open source distribution
Hacker News 53 points

Roku provides the simplest way to stream entertainment to your TV. On your terms. With thousands of available channels to choose from.

Developed withby Supratim Haldar