Happened in Egypt 🇪🇬
Not every act of heroism is rewarded with a medal. Some are written on the road.
A heartfelt salute to the truck driver who risked his own vehicle to support another truck and prevent what could have been a tragic accident.
A truly noble and selfless act that deserves our deepest respect and appreciation.
My friend applied to 250 tech jobs in two years. No MIT. No Stanford.
Last month Anthropic offered him $750,000.
I asked him how he broke in from zero.
He sent me the exact video that got him in. Anthropic's 2-hour course on how to become an AI engineer in 2026.
Thariq Shihipar shows you exactly how to build AI agents from scratch.
I watched it last night.
Halfway through, I realized I could break into an AI lab in months, not years.
Bookmark this and read the article below.
• 00:00 - AI agent harness
• 23:44 - building AI agent loops
• 56:39 - AI agent context engineering
• 1:33:34 - AI agent deterministic hooks
• 1:50:31 - Anthropic SWE interview process
This should not shock you, if you've been following the social media PR narratives built over the years, to show the govt in positive light (especially whenever a scam/scandal/a protest becomes a headline).
THE WORRY should be how taxpayers money is being used for these mammoth PR exercises.
Don't waste 2 years learning to code.
The man who built Claude Code tells you what to learn instead.
82 minutes. Free:
24:03 - Anthropic's real engineering rules
27:44 - $100k+/month on Claude
40:42 - What to learn instead of coding
Writing code is the old job. Building loops is the new one.
Watch it. Then build your own loop with the guide below.
Anthropic and Andrew Ng built an agent that uses 90% fewer tokens from scratch:
they dropped the entire book of Frankenstein into a prompt - 108,000 tokens asked one question
the input dropped from 108,000 tokens to 11
here's how:
step 1 → put everything that never changes at the top - tools, then system, then docs
step 2 → mark where the static part ends. everything above it gets cached
step 3 → one stray space breaks it - and you pay full price again
step 4 → the cache dies in 5 min - every read resets the clock
step 5 → cached tokens don't count against your rate limits. free headroom
most people never touch this - it pays for itself on day one
watch & bookmark - this 1-hour brilliant course ↓
Instead of watching an hour of Netflix, watch this 2-hour Stanford lecture, which will teach you more about how LLMs like ChatGPT and Claude are built than most people working at top AI companies learn in their entire careers.
Anthropic engineer:
"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."
In 45 minutes she shows exactly how to build an agent that improves itself.
Most people are still doing all of this by hand.
Watch the session, then save the guide below.
Anthropic engineer:
"You can build 5 assistants in one afternoon. Each one handles a task you've been doing manually every single day."
In 45 minutes he shows exactly how to do it from scratch, step by step.
Most people are still doing all of this by hand.
Watch the session, then save the guide below.
Google CEO, Sundar Pichai:
"If you don't learn to how to orchestrate agents now, you'll spend 2027 catching up to people who started today"
In 30 minutes he explains why the best engineers stopped writing code and started building agents.
Most people think building an agent requires an engineering degree.
It doesn't. It requires one guide and one afternoon.
Watch the interview, then save the exact setup below 👇
@pankajsingh04@narendramodi@memorable_90s This is human psychology to point out hypocrisy when the time arises!!
And as you talk about brain storming, I believe this could have been handled better as Govt earned a lot when the crude oil was $40/barrel.
@Finance_Bareek@Triishaa05 What did you considered before taking the calculated risk? Can you share the basics like how you found the plot and the thought process to buy such land?