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[Anatoli Kopadze @AnatoliKopadze]

Google Brain founder, Andrew Ng:

"Prompting will be dead in 6 months, graphs are what's replacing it."

In 2 hours at Stanford he shows how to build agents that work and improve entirely on their own.

The first 10 minutes cover what most $500 courses never do.

Watch the lecture first, then read the guide below on how to build a system that improves itself.

[darkzodchi @zodchiii]

MOONSHOT JUST MADE SHIPPING SOFTWARE EMBARRASSINGLY CHEAP.

Kimi K3, in real per-build numbers:

→ a polished landing page: $0.10-0.30

→ a working dashboard: $0.30-1

→ a full-stack prototype: $1-3

→ an interactive 3D experience: $1-5

→ a complete browser game: $10

Fable 5 and GPT-5.6 Sol run the same builds at roughly 5x. The output is on par with Fable 5.

The free way in: Kimi Code CLI, open source, one binary, built by the same lab that shipped the model.

Grab it 👇

[Divyanshi @Divyyanshishrma]

Become a Claude Certified Architect

Here are all the required resource in one place: (save it)

Training courses: https://t.co/pvAssOSRJc (13 free courses)

Cookbook: https://t.co/88fIVyRBxe

Exam Guide: https://t.co/mL4UG7qLFq

Practice questions: https://t.co/Wr4aXkRp2v (free)

MCP documentation: https://t.co/kFv5R2VW5o (free)

API documentation: https://t.co/zwCkwHWymI (free)

Partner Network: https://t.co/29FGAtFJLb (free to join)

Link to join: https://t.co/itAh8VYbht

Personal Playbook someone created after the exam: https://t.co/Wc5M3CI1t3

[Khairallah AL-Awady @eng_khairallah1]

Andrew Ng just released a 1-hour course on building multi-agent systems from scratch:

• 00:00 - Introduction to agentic AI
• 03:07 - Building your first graph from scratch
• 14:00 - Connecting tools, memory, and context
• 23:00 - Building with Google ADK
• 01:06:03 - Why graphs are the future

In 1-hour he shows exactly how to build an agentic knowledge Graphs that improves itself.

Most people are still doing all of this by hand.

Watch the session, then save the guide below.

[codila @0xCodila]

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 ↓

[Movez @0xMovez]

Andrew Ng just dropped a 3-hour course on how to become an AI Engineer in 2026:

• 00:00 - How to build agentic AI systems
• 04:25 - Future of AI engineering
• 23:38 - AI Prompting full course
• 2:52:17 - Creating an app with AI in 30 minutes

This 3-hour watch could replace 10 AI engineering courses on the internet.

Watch it today, then read how to run a self-improving system in the article below.

[Khairallah AL-Awady @eng_khairallah1]

Anthropic pays $750,000+ a year for engineers who know how to build LLMs from scratch.

Stanford just released the exact lecture that teaches it - 1 hour 44 minutes, free, straight from CS229.

Bookmark and watch it this weekend.

It'll teach you more about how ChatGPT & Claude actually work than most people at top AI companies learn in their entire careers.

[codila @0xCodila]

Claude Code team just dropped a free course on loop engineering with Fable 5:

00:00 - how Claude Code works under the hood
05:01 - the agentic loop explained
16:21 - the feature 99% of devs miss: auto mode
19:01 - why voice beats typing
32:34 - auto code review with draft PRs
58:39 - Fable 5 for non-code work

this free course replaces every paid Claude Code tutorial

watch today, then read the article below on loop engineering by Karpathy

[Codez @0xCodez]

Anthropic just released 5 workshops on building self-improving agentic systems from scratch:

00:00 - Ship your first Claude agent
36:44 - Self-improving agents (tools,skills)
1:21:25 - Build memory for Claude agents
1:49:47 - Set up a proactive agent
2:11:31 - Make your agent autonomous

These 3-hours of Claude workshops will replace 20 paid agentic courses.

Watch today, then read article below on how to build a self-improving agentic system with Fable 5.

[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.

[Roan @RohOnChain]

Met a guy making $1.4 million a year as a prompt engineer.

I asked him how he learned prompting so well.

He sent me a video that was never supposed to get out. Andrew Ng's 2 hour prompting course.

You wont find anything better about prompting than this video.

I watched it last night.

Halfway through, I realized I have been using Claude completely wrong for years.

Bookmark and watch this today.

[Raytar @Raytar]

My friend makes $1.2 million a year as an Anthropic engineer.

I asked him how he learned prompting so well.

He sent me a video that was never supposed to get out. Their core team's prompting playbook.

You won’t find anything better about prompting than this video.

I watched it last night.

Halfway through, I realized I've been using Claude completely wrong for two years.

Watch it, then read the article below.

[Raytar @Raytar]

Anthropic posted the best prompting lecture I've ever seen... and deleted it two days later.

I watched the recording last night and kept pausing it. Each time I opened Claude to test what they showed.

Two Anthropic engineers showed in 24 minutes how the Claude team actually uses it.

Not tips. Not hacks. The way they actually talk to Claude. Every day. For real work.

After 3 minutes you'll want to rewrite every prompt you've ever sent.

[Noisy @noisyb0y1]

APPLE JUST SHOWED HOW TO RUN 10 AI AGENTS LOCALLY ON MAC - NO CLOUD, NO API KEYS, ZERO COSTS

00:10 Apple engineer says: "your data stays on your device, AI available anywhere at any time, zero usage costs"

agent reads your code, checks GitHub, finds what needs attention and writes a report - all on your Mac, nothing goes to the internet

10 agents work simultaneously - one writes code, another tests, third fixes bugs - parallel with no queue

built a full iPad app from scratch in 2 minutes, fixed its own mistakes and compiled without issues

takes 5 minutes to set up - and you never pay again for a bot that runs 24/7

[Movez @0xMovez]

Anthropic engineers just showed how to build agentic systems that run for days using "loops."

"At Anthropic, >30% of our code is already written by loops - that's how we ship so fast.

in this 40-minute workshop, they reveal the whole stack:

agent loop + harness + memory + sub-agents.

Worth more than any $500 vibe-coding course.

Watch workshop today, then read article below.

[Rohit @heyrohitai]

🚨Anthropic just showed a 24-minute workshop on how to actually do prompts for Claude.

Taught by the people who built it.

Free. No registration. No paywall.

I've seen $300 courses that don't cover what they teach in the first 8 minutes.

Watch it and bookmark it now!

[Indu Tripathi @InduTripat82427]

Stop wasting 2 hours on Netflix.

Learn n8n in 60 minutes… for FREE.

One decision can literally change your income.

[Shruti Codes @Shruti_0810]

🚨Claude just dropped 13 AI courses… for FREE.

1. Claude 101. Learn Claude for everyday work.
https://t.co/wBwVX8GS1C

2. AI Fluency: Frameworks & Foundations.
https://t.co/4jUrIOXh0Y

3. Introduction to Agent Skills.
https://t.co/8KTbXuRSj9

4. Building with the Claude API.
https://t.co/g69NQIEO99

5. Claude Code in Action.
https://t.co/HVkqN9R1ws

6. Intro to Model Context Protocol.
https://t.co/3sO1tkyeiQ

7. MCP: Advanced Topics.
https://t.co/NcC0lFGNDV

8. AI Fluency for Students.
https://t.co/lLhlobsudV

9. AI Fluency for Educators.
https://t.co/4ZgQwcKpKd

10. Teaching AI Fluency.
https://t.co/yLEIXp1ALZ

11. AI Fluency for Nonprofits.
https://t.co/rbTwICkaIK

12. Claude with Amazon Bedrock.
https://t.co/3uavKR1WoQ

13. Claude with Google Cloud's Vertex AI.
https://t.co/1as5a2UAfi