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Top Articles of the Day | 25-Oct-2026

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

AI & Data

Pick #1
Three Times My Test Failed and the LLM Was Right
Dev.to 6 min read 8 reactions

A test fails, and the reflex is: the code is wrong. Debug the code, fix the code, move on. That...

Pick #2
RAG vs CAG vs KAG: Choosing the Right Context Layer in NodeJS
Dev.to 9 min read 5 reactions

Retrieval-Augmented Generation (RAG) solved a real problem: LLMs alone don't know your documents. But...

Pick #3
Kimi K3.1 Pro: 104B active parameters still carry a 2.8T backpack
Dev.to 5 min read 5 reactions

The small number in an MoE announcement is tempting. Kimi K3.1 Pro lists 2.8 trillion total...

Product

Pick #1
Your AI App Has a Rate Limit. Your Agent Can Still Run Up the Bill.
Dev.to 3 min read 6 reactions

A user clicks “Research this topic.” Your app accepts one request. Behind the scenes, the agent...

Pick #2
What If AI Didn't Just Answer Your Questions, but Helped You Actually Get Things Done?
Dev.to 3 min read 6 reactions

We have AI tools that can write code, summarize documents, generate ideas, and answer almost any...

Pick #3
Root shell on Samsung TV
Hacker News 1 min read 496 points

i own a relatively new (2025) samsung tv. i kept getting weirdly targeted ads. i tried reversing the firmware but it was aes encrypted and no keys unless tear it apart and do uart/jtag magic. zero days it is. root shell on new samsung TVs! discovered PRIVACY HORROR. write up?

Programming

Pick #1
Kimi K3.1 Pro and K3.1 Pro Highspeed
Hacker News 1,061 points

Introducing Kimi K3.1 Pro, our most capable 3T-class open-weight model with 1M-token context and major advances in coding, 3D modeling, and financial research.

Pick #2
Three Times My Test Failed and the LLM Was Right
Dev.to 6 min read 8 reactions

A test fails, and the reflex is: the code is wrong. Debug the code, fix the code, move on. That...

Pick #3
My AI Coding Workflow, v3
Dev.to 5 min read 5 reactions

My AI coding workflow changes every few months, so I give it version numbers. New tools ship, models...

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