Fazal Shaik

Cricket, Program Management, Data Scientist, Machine Learning, Data Visualization, BI,Ideation,UI/UX
Founder: Nuggets Network (Developer Community)

[Avid @Av1dlive]

in 15 minutes, 2 Senior Staff Engineers at Airbnb gave a Live Lecture on Agentic Coding

Airbnb already shipped one of the most ambitious LLM-agent migrations in production.

Tonight two of their senior engineers shows how they actually build with agents in 2026.

Most builders are guessing. These guys ship.

bookmark & watch this.then read the complete article below.

[Adam Ghowiba @adamghowiba]

JP Morgan's investment research team just shared exactly how they built their multi-agent system "Ask David", and it's the same architecture pattern showing up everywhere:

- supervisor agent orchestrates
- specialized subagents handle retrieval, structured data, analytics
- LLM-as-judge reflection node before the answer ships
- human-in-the-loop for the last accuracy gap

worth watching for anyone building:

[Fazal Shaik @fashai]

@saga__r Ridiculous out of context stat

[Ruben Hassid @rubenhassid]

Instead of watching Netflix tonight.

Spend a day mastering Claude here: https://t.co/Vn60ElPZ2i

→ Level 1 - 24 min: The basics.

Claude For Dummies: https://t.co/HNa5MrCLVU
Claude Setup: https://t.co/jw2qdIcjnh

→ Level 2 - 1 hour: Real workflows.

Claude Cowork: https://t.co/uWTpOI3Woc
Claude for teams: https://t.co/qxlcqhf8bM
Claude Design: https://t.co/ZY8Fg5D2ea
Cowork + Projects: https://t.co/Q7AN9CZAbO
Claude for slides: https://t.co/L0bPMgXci6
Claude Skills: https://t.co/6cHYYfjXEA

→ Level 3 - 3.5 hours: The pro moves.

Avoid sycophancy: https://t.co/5i8xSJBGUl
Claude Code: https://t.co/UgE9xBXVbE
Claude 101: https://t.co/OvBmlvnVqL
Stop hitting Claude limits: https://t.co/j5fEzSH5br
Stop Prompting: https://t.co/j1LATSJiat

→ Level 4 - 8 hours: Expert mode.

Claude Computer: https://t.co/TxYuHPjgbV
Build with Claude API: https://t.co/RcCbfNjlzz

Pro tip: Don't binge it. Do one level per sitting.

Actually apply each guide before moving to the next

[Allen Braden @allen_explains]

Skip Netflix tonight and spend an hour on this complete Claude course.

You’ll be glad you did.

[Shabnam Parveen @shabnam_774]

🚨 In 1992, a MIT lecture quietly revealed more about product and sales than most 2-year MBAs ever will.

Most people have never seen it.

It came from Steve Jobs and instead of teaching theory, he broke down how great products actually win.

Watching it today feels unreal.

He explained that people don’t buy products they buy meaning. The best products aren’t just functional, they connect with how people see themselves. That’s why some ideas spread effortlessly while others die, even if they’re technically better.

He also made it clear that marketing isn’t about features. It’s about clarity. If you can’t explain why your product matters in simple terms, it won’t matter at all. Complexity doesn’t impress it confuses.

And his biggest edge? Obsession with experience. Not just what the product does, but how it feels. The small details, the simplicity, the story that’s what separates good from unforgettable.

That’s why this MIT lecture still hits hard.

Because while most people are building products…

Very few understand why people actually buy them.

[Power to the People ☭🕊 @ProudSocialist]

This is wild!

Iranian TV just aired footage of the downed US aircraft and you can clearly see a dead body of one of the US soldiers.

Iran believes the US invoked the Hannibal directive, which means the US bombed and murdered its own soldiers to prevent Iran from capturing them.

[Aakash Gupta @aakashgupta]

Instead of Netflix, watch this Stanford lecture on AI scaling bottlenecks

[Shabnam Parveen @shabnam_774]

In 2018, Stanford University professor Matt Abrahams gave a powerful masterclass on why most people fail to communicate.

It went viral for a reason.

His frameworks:
• Structure beats intelligence
• Anxiety is your fuel, not your enemy
• Clarity > complexity

15 lessons on communication:

[Aakash Gupta @aakashgupta]

This is an absolute masterclass from MIT on how to speak

[Akshay 🚀 @akshay_pachaar]

How to setup your Claude code project?

TL;DR

Most developers skip the setup and just start prompting. That's the mistake.

A proper Claude Code project lives inside a .𝗰𝗹𝗮𝘂𝗱𝗲/ folder. Start with 𝗖𝗟𝗔𝗨𝗗𝗘.𝗺𝗱 as Claude's instruction manual. Split it into a 𝗿𝘂𝗹𝗲𝘀/ folder as it grows. Add 𝗰𝗼𝗺𝗺𝗮𝗻𝗱𝘀/ for repeatable workflows, 𝘀𝗸𝗶𝗹𝗹𝘀/ for context-triggered automation, and 𝗮𝗴𝗲𝗻𝘁𝘀/ for isolated subagents. Lock down permissions in 𝘀𝗲𝘁𝘁𝗶𝗻𝗴𝘀.𝗷𝘀𝗼𝗻.

There are two .𝗰𝗹𝗮𝘂𝗱𝗲/ folders: one committed with your repo, one global at ~/.𝗰𝗹𝗮𝘂𝗱𝗲/ for personal preferences and auto-memory across projects.

The .𝗰𝗹𝗮𝘂𝗱𝗲/ folder is infrastructure. Treat it like one.

The article below is a complete guide to 𝗖𝗟𝗔𝗨𝗗𝗘.𝗺𝗱, custom commands, skills, agents, and permissions, and how to set them up properly.

[Alif Hossain @alifcoder]

🚨 Anthropic just shared the exact file their Claude Code team uses internally.

It’s called CLAUDE.md.

Drop it into your project and Claude will:

→ Plan before coding
→ Learn from corrections
→ Verify before shipping
→ Fix bugs end-to-end

This changes how you build with AI.

[Living Tricks @LivingTricks_]

Struggling to make maths fun for your kids? 🧮✨

These YouTube channels turn numbers into games for ages 6–12.

[Dynamo Gaming @Aadii_Sawant]

Dear @YouTubeIndia & Guys,
Got 3 copyright strikes - 2 fake on my own vids & 1 on a reaction (Fair Use).
My channel will be deleted in 7 days. Even a 7-yr-old original video got struck. Pure abuse of the copyright system.
Pls RT & tag @YouTubeIndia to support.
#HelpDynamoGaming

[Fazal Shaik @fashai]

@Shri_Siddhartha Lets not post unverified info. This is from 9 months back
https://t.co/oRY0c2KxB4

[Israel ישראל @Israel]

🚨Last night in northern Israel: a barrage of Hezbollah rockets fired at Israeli communities.

We will not allow Hezbollah, Hamas or any other Iranian proxy to harm the people of Israel.

[Fazal Shaik @fashai]

@TheHalfDoctor Dont post unverified info. Here is the proof its from israel posted 9 months ago.
https://t.co/oRY0c2L5qC

[Israel ישראל @Israel]

🚨Last night in northern Israel: a barrage of Hezbollah rockets fired at Israeli communities.

We will not allow Hezbollah, Hamas or any other Iranian proxy to harm the people of Israel.