Kumar Shubham

I am Linux Engineer and Love to Contributing in Pentesting Automation. Working on Reverse Engineer and Capture the Flag.

[Liquid AI @liquidai]

Today, we're releasing LFM2.5-8B-A1B, a device-optimized model designed to power real-life applications on phones, laptops, PCs, robots, and fast & lightweight server-side use-cases.

> 8B MoE, 1.5B active
> Expanded 128K context
> LFM2.5 flagship hybrid MoE architecture
> Trained on 38T tokens + large-scale RL
> fast, reliable tool calling, punching above its weight, comparable to models with up to 4x its size
> customizable on a single GPU for any specialized task
> LFM2 open-weight license

🧵

[Vivek | Cybersecurity @VivekIntel]

AI-Powered Red Team — 28 Specialized Agents for Offensive Security 🤖🔥

Turn Claude into a full pentesting team.

• 28 agents (Recon, AD, Web, Cloud, Mobile)
• Auto task routing → correct agent
• Real tools support (nmap, sqlmap, nuclei, BloodHound)
• Recon → Exploit → Report

🔗 https://t.co/DvJVKM2hY9

#artificialintelligence #RedTeam #Pentesting #cybersecurity #infosec

[Elon Musk @elonmusk]

Where will AI be in 1, 2 or 3 years?

[Kumar Shubham @Subhm22]

@TommiPedruzzi Doc

[Kumar Shubham @Subhm22]

@ajitcodes Ai

[Kumar Shubham @Subhm22]

@SecurityTrybe Hi

[Riley Brown @rileybrown]

n8n Complete Beginners Guide

Agents, Webhooks, Integrations, HTTP Requests...

And more.

00:00 Introduction
01:44 The Rise of n8n and agent builders
04:21 The basics of n8n Workflows
08:14 Your First Workflow
10:11 Advanced Workflow Techniques
13:00 Integrating External APIs and Webhooks
23:53 Testing and Troubleshooting Workflows
32:55 n8n Templates and Initial Setup
33:16 Publishing and Automating with Dropbox
33:30 Introducing AI Agents
34:39 Setting Up AI Agent Prompts
38:07 Integrating Notion with AI Agents
44:53 Creating and Testing AI Workflows
54:13 Advanced AI Agent Integrations

[Kumar Shubham @Subhm22]

@infinitelogins @spaceraccoonsec Zeroday

[Bishal Nandi @LearnWithBishal]

🚨 Grok 4 just broke the internet.

Elon’s team dropped the demos, and now builders are going absolutely wild.

Here are 15 mind-blowing use cases you need to see 👇🤯

[Kumar Shubham @Subhm22]

Hyfetch😶‍🌫️

[Chess.com @chesscom]

CONGRATULATIONS TO GUKESH, THE NEW WORLD CHAMPION 🏆

The 18-year-old Indian star has defeated the reigning champion, Ding Liren, to become the youngest-ever undisputed classical chess world champion. Wow! 🇮🇳

[TheLiverDoc™ @theliverdoc]

1/30

Our "Protein Project" report is here

What is it?
Unique public-health project funded by @paraschopra to analyze common/well-known protein supplements sold in India

Who did it?
Me & team at The Liver Institute with world class, independent food/drugs testing Neogen Labs.

[John Rush @johnrushx]

My kid asks me: Daddy, should I be a programmer like u?

I answered: no, kiddo, learn real-world skills. By the time you're 25, coding will be an obsolete profession.

But, I wonder if physical labor will last for long.

The progress in AI + Robotics makes me smoke🧵:

[Kumar Shubham @Subhm22]

@codeMdSanto Send

[Kumar Shubham @Subhm22]

@TechByMarkandey Send

[Dr Jordan B Peterson @jordanbpeterson]

Joy Joy Joy Joy

The Reality

[Kumar Shubham @Subhm22]

@AndrewBolis Guide

[Hasan Toor @hasantoxr]

Stop wasting your time searching for jobs on LinkedIn.

These 10 Websites can help you land a dream job in 30 days:

[Kumar Shubham @Subhm22]

@shubham1_sharma CV

[Kumar Shubham @Subhm22]

@ModestMitkus 👋