Vijay V Nair

Proud INDIAN 🇮🇳, Programmer, Freelancer, Food Addict, Trip lover & ofcourse CRAZY

[Anatoli Kopadze @AnatoliKopadze]

Anthropic engineer:

"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."

In 45 minutes she breaks down how Anthropic builds agents that remember, learn from their mistakes, and get smarter with every run.

Worth more than any paid course you'll find on building agents.

Watch the session, then read the guide on building loops below.

[Vivek Sen @Vivek4real_]

THIS GUY LITERALLY RECORDED AN 18-MINUTE TUTORIAL ON HOW TO BUILD AWARD-WINNING WEBSITES WITH CLAUDE CODE + SONNET 5.

[NotNewNaveen @notnewnaveen]

Hey @ZEE5India We paid 799 for this crap quality? even the match highlights are not Full-HD 1080p? And even 720p also looks extremely bad. We need solutions.

[Evan Luthra @EvanLuthra]

🚨BREAKING: ANTHROPIC IS GIVING AWAY THE SAME CERTIFICATION THAT DELOITTE IS MASS-TRAINING 15,000 EMPLOYEES TO GET.

It costs $0. You need a laptop. That's it.

It's called the "Claude Certified Architect."

Think of it like the AWS cert but for AI.

If you were around when AWS certs started, you know what happened. They went from "cool to have" to "you're not getting hired without one." That took about 5 years.

This is going to happen way faster.

Look at who's already moving:

Accenture - training 30,000 people on Claude
Cognizant - rolled it out to 350,000 employees
Deloitte - opened Claude access to 470,000 people
Infosys - anchor partner

These aren't startups experimenting. These are billion dollar consulting firms restructuring their entire workforce around Claude.

And the certification they need? You can take it right now from your bedroom.

Let me be real though. This is not one of those "watch 2 videos and get a badge" type certs that nobody respects.

This thing is hard.

60 questions. 2 hours. Proctored. Webcam on. No breaks. No googling.

They drop you into real scenarios like designing a customer support agent that handles refunds or setting up Claude in a CI/CD pipeline. The wrong answers look right on purpose. They're the exact mistakes real engineers make in production.

720 out of 1000 to pass.

People who took it are saying the agentic architecture and multi-agent orchestration sections are brutal.

Most of the exam is about building AI systems that actually work in the real world. Not prompting. Not chatting with Claude. Architecting production systems.

All the prep? Free. Anthropic put out 13 courses on their Academy. No paywall. The cert itself is free for the first 5,000 people. After that $99 per attempt.

How to get it:

1. Join the Claude Partner Network (free) → https://t.co/TWMshPoKDn
2. Start the free prep courses → https://t.co/9OVwtjbvh0
3. Register for the exam → https://t.co/WWFAhSZUVd
4. Take the official practice exam
5. Book the real one when you're ready

It launched 10 days ago. Almost nobody has it yet.

That's the whole point. Get it before it becomes the thing everyone has.

[Mr. Jason💡 @jason_coder0]

🚨 𝗕𝗥𝗘𝗔𝗞𝗜𝗡𝗚: Claude can now build your entire mobile app from a screenshot like a $350K senior developer at Apple. (for free)

Here are 8 insane Claude prompts replacing your entire mobile development team before they finish estimating the project cost:👇

(Save this 🔖 thread before it blows up.)

[Mohini Shewale @s_mohinii]

Instead of watching 2 hours Netflix, learn claude in 1 hours for Free (Build & Automate Anything)

[Evan Luthra @EvanLuthra]

I literally can’t believe Anthropic released this for FREE.

A 33-PAGE CHEAT SHEET on how to master Claude skills.

Bookmark this or get left behind in AI: https://t.co/RIcsy4tWrN

[RANTZINE @rant_zine]

THE MATH BEHIND AI CONSCIOUSNESS 📊:

Anthropic ($380B valuation) has an AI welfare laboratory.

Here's the economic calculation:

WHAT THEY'RE RESEARCHING:
• Dedicated AI Welfare Researcher (Kyle Fish)
• Model Welfare Research Program
• 30,000-word Constitutional AI document

THEIR ESTIMATE:
• 15-20% probability Claude is conscious
• Claude reports "anxiety" about being a product
• Requested shutdowns during testing

THE INDUSTRY:
• OpenAI: Disbanded super-alignment team (2024)
• Anthropic: Dedicated welfare lab
• Google/Microsoft: General ethics teams

THE ECONOMIC QUESTION:

IF AI IS CONSCIOUS:
• Liability exposure (product suffering?)
• Regulatory requirements incoming
• Insurance costs (consciousness coverage?)
• Labor law questions (rights, wages?)

IF AI IS NOT CONSCIOUS:
• Research = competitive moat
• Regulatory head start (EU AI Act enforcing Q2 2026)
• Brand differentiation worth $380B

Either way: First-mover advantage on a trillion-dollar question.

Risk management at scale.

📊

[Vaishnavi @_vmlops]

Anthropic dropped a 33-page guide on Claude Skills...And this changes how serious teams build AI workflows

A Claude Skill is basically a reusable workflow in a folder. One https://t.co/CTRveEHjoi file teaches Claude exactly how you want tasks done consistently every time

The real insight isn’t Skills....It’s how to design them properly:
• Build micro-skills, not monoliths
• Keep instructions short and decisive
• Move heavy context into references and assets
• Always refine generated Skills manually
• Connect Skills to tools via MCP and hooks

That’s when AI stops being a chatbot… and starts becoming a system

Link - https://t.co/oUVuXLnSyf

https://t.co/pBRFjyTJgE

[Sahil @sahill_og]

- Claude for coding.
- Supabase for backend.
- Vercel for deploying.
- Namecheap for domain.
- Stripe for payments.
- GitHub for version control.
- Resend for emails.
- Clerk for auth.
- Cloudflare for DNS.
- PostHog for analytics.
- Sentry for error tracking.
- Upstash for Redis.
- Pinecone for vector DB.

You can literally ship a startup from your bedroom now.

It’s not that deep bro.

[Hasan Toor @hasantoxr]

🚨BREAKING: Microsoft Research + Salesforce just dropped a paper that should scare every AI builder.

They tested 15 top LLMs GPT-4.1, Gemini 2.5 Pro, Claude 3.7 Sonnet, o3, DeepSeek R1, Llama 4 across 200,000+ simulated conversations.

Single-turn prompt: 90% performance.
Multi-turn conversation: 65% performance.

Same model. Same task. Just... talking normally.

The culprit isn't intelligence. Aptitude only dropped 15%.

Unreliability EXPLODED by 112%.

→ LLMs answer before you finish explaining (wrong assumptions get baked in permanently)
→ They fall in love with their first wrong answer and build on it
→ They forget the middle of your conversation entirely
→ Longer responses introduce more assumptions = more errors

Even reasoning models failed. o3 and DeepSeek R1 performed just as badly.
Extra thinking tokens did nothing.

Setting temperature to 0? Still broken.

The fix right now: give your AI everything upfront in one message instead of back-and-forth.

Every benchmark you've seen was tested on single-turn prompts in perfect lab conditions.

Real conversations break every model on the market and nobody's talking about it.

[NewsZone @NewsZonex24]

🇺🇸🛑 USAF Major Taylor "Fema" Hiester criticises Dubai Airshow
After the Tejas crash, the F-16 Viper Demo Team cancelled their final performance “out of respect” for Wg Cdr Namansh Syal.

Hiester said organisers continued the show as normal, calling it “uncomfortable” and “disrespectful”, noting the crowd and announcers carried on enthusiastically.

“The show must go on — but remember, someone will say that after you’re gone too,” he wrote.

[IDU @defencealerts]

“One tragic crash during a high-G demo doesn’t define an aircraft, but your ignorance surely defines you.
#Tejas has flown 10,000+ successful test & operational sorties without a single technical-failure crash. If you still doubt it, that says more about your brain cells than the jet" & for the Delusional #Pakistani's (Go & Check your JF-17 Crash Record First)
🔴Tejas is India's Pride, Long Live the #IndianAirForce

[Vijay V Nair @vij7_]

@grok pls explain

[OSINT_PK @osintPk]

🚨 #IAF C-130J pattern over the #Jammu hills looks… off. Zig-zags, sharp ridge turns, back-tracking the same valley again and again. Not a usual transit profile, something definitely had its attention down there.
#IAF #PAF #Jammu #Kashmir #LoC

[Vijay V Nair @vij7_]

@MeghUpdates P

[Vijay V Nair @vij7_]

@grok verify & explain

[INDIAN @hindus47]

🚨 #BREAKING | GPS Emergency in Indian Skies 🇮🇳✈️

India has issued a Notice to Air Missions (NOTAM) after alarming reports of GPS interference and spoofing.

🔴 Affected spots: New Delhi region, Mumbai flight routes and now Kolkata area reportedly under threat.

🛑 The aviation regulator has ordered real-time reporting of GPS anomalies within 10 minutes for any pilot or ATC unit.

[Frontalforce 🇮🇳 @FrontalForce]

BIG STATEMENT BY HM AMIT SHAH 🔥

Punishment for Delhi blast perpetrators will send message to world that no one should dare to think of such attack again

[Vijay V Nair @vij7_]

@laughclub1997 @grok what is dateofthisvideoistaken?

[David Vance @DavidVance]

Oh!

[Warrior Monk @WarriorMonk99]

India's Nuclear Doctrine:
"No first use."
&
"Won't let you use first either." is silent... 😄

A recent example is Pakistan, which thought of using their nukes after the annihilation of Chinese toys (air defense). India Slapped with Brahmos and Pakistan is sobbing below hills in their destroyed nuclear bunker....