GrahamCREATE

Fortune Favours the Bold!! Digital Strategies Consultant in 3D Design, 3D Printing, 3D Scanning, Games Dev, Immersive Content Creation and Much More....

[Arts Council England @ace_national]

📢 A reminder that the Expressions of Interest stage for the Libraries Improvement Fund (Round 5) will close at midday on 10 June 2026.

Visit our website for the full applicant guidance, including eligibility, FAQs and how to apply 👇
https://t.co/aM4DEfdq0N

[Cosmos Archive @cosmosarcive]

The ABCs of Quantum Mechanics.
Complex ideas, explained visually.

[EngineerKnow @engineer_know]

🤖 Every robot movement starts with a joint.

From Revolute and Prismatic joints to Spherical and Planar joints, each type provides unique motion capabilities and degrees of freedom.

A quick visual guide to the fundamental joints used in robotics and industrial automation. 🚀

#Robotics #Engineering #Mechatronics #Automation #RobotArm #STEM #Technology #MechanicalEngineering

[The Times and Sunday Times @thetimes]

Fearing for his child’s prospects, a Microsoft veteran dug into the data and found the jobs to avoid and skills to develop. Wait and see is not an option, he writes

[Python Developer @PythonDvz]

How to learn to build AI systems today?

Here's a simple 10-phase roadmap:

1. Understand Agentic AI Basics
• Learn what AI agents actually are
• Compare agents, chatbots, & simple scripts
• Understand automation versus autonomy differences clearly
• Explore real-world practical agent use cases
• Learn how LLMs power agent decisions

2. Learn Core Agent Components
• Understand LLM as central decision-making brain
• Learn prompts as structured instruction inputs
• Explore tools as actions agents can perform
• Understand memory systems for storing information
• Learn environment where agents operate dynamically

3. Learn Prompting for Agents
• Understand system prompts versus user prompts
• Create few-shot examples for better outputs
• Use role-based prompting for structured responses
• Define rules and expected output formats
• Iterate prompts continuously until outputs improve

4. Build Your First Simple Agent
• Choose one simple problem or use case
• Use GPT/Claude through simple interfaces
• Write clear & structured system instructions
• Test with user inputs & evaluate outputs
• Refine prompts until agent performs reliably

5. Add Memory to Your Agent
• Use short-term memory for recent interactions
• Implement long-term memory using vector databases
• Store past conversations & user interactions
• Retrieve relevant data based on user queries
• Continuously update memory after each interaction

6. Use Tools and External APIs
• Learn function calling to connect external tools
• Integrate APIs for real-world task execution
• Add tools like search & webhooks
• Handle API inputs & outputs properly
• Test tool usage within full workflow

7. Build Full Agent Workflow
• Design flow from prompt to final output
• Add fallback mechanisms & error handling
• Use orchestration tools like LangChain/n8n
• Track actions for debugging & improvements
• Test workflows using real-world scenarios

8. Create Multi-Agent Systems
• Assign roles like planner, executor, reviewer
• Enable communication between multiple agents
• Use protocols like MCP/A2A frameworks
• Share memory across agents for coordination
• Test collaborative decision-making across agents

9. Deploy and Monitor Agents
• Deploy agents using platforms like Vercel
• Monitor tokens, latency, and system errors
• Implement safety checks and rate limits
• Set up logs, alerts, & metrics
• Ensure uptime and consistent system performance

10. Join the Builder Ecosystem
• Contribute to open-source agent development frameworks
• Benchmark agents on real-world performance tasks
• Stay updated with latest agent ecosystem trends

If you're building in AI right now, this roadmap will save you months.

#GenAI #AgenticAI #AIAgent #LLM

[𝐇𝐚𝐦𝐳𝐚 | Network Engineer (Aspiring) @Hamzaonchain]

HOW LINUX WORKS

[Fiz @MRB_AI24]

List of 15 websites where you can download unlimited books for free:

1. planetebook .com

2. oceanofpdf .com

3. freecomputerbooks .com

4. zlibrary .to

5. bookboon .com

6. gutenberg .org

7. manybooks .net

8. pdfdrive .com

9. digilibraries .com

10. openlibrary .org

11. standardebooks .org

12. librivox .org

13. standardebooks .org

14. getfreeebooks .com

15. authorama .com

add more👇

[Arts Council England @ace_national]

We’re hiring! 📣

Join us as Relationship Manager, Combined Arts and support festivals, outdoor arts and participatory work across the South East.

Apply by 14 June https://t.co/nLbOuSojLu

[Elon Musk @elonmusk]

T-zero is currently 5:30 Texas time

[Elon Musk @elonmusk]

Breathtakingly Beautiful

[AI_Explorer @ai_explorer25]

Learn AI for free directly from top companies.

1 - Anthropic:
https://t.co/cc4SxBn4S7

2 - Google:
https://t.co/r1bv5XfHsN

3 - Meta:
https://t.co/UALdoellxL

4 - NVIDIA:
https://t.co/JKTgY3mtf0

5 - Microsoft:
https://t.co/izcZcNQ9NN

6 - OpenAI:
https://t.co/nY93DIwg3G

7 - IBM:
https://t.co/lIYoazapqo

8 - AWS:
https://t.co/770qBjw9po

9 - https://t.co/4UrenSfxVZ:
https://t.co/SnPZ287LiW

10 - Hugging Face:
https://t.co/AAym51yGo9

Comment "Learning" if you find this helpful.

Repost so others can take help.

Must bookmark for future reference.

[𝐇𝐚𝐦𝐳𝐚 | Network Engineer (Aspiring) @Hamzaonchain]

NETWORKING FUNDAMENTALS

[Science Postcard @Sciencepostcard]

The basics of Ohm’s Law.

Ohm’s Law explains the relationship between voltage, current, and resistance in an electric circuit.

Where:
V = Voltage, measured in volts
I = Current, measured in amperes
R = Resistance, measured in ohms

In simple terms:
Voltage is the push that moves electricity.
Current is the flow of electricity.
Resistance is what opposes or slows down the flow.

So, if voltage increases, current increases.
If resistance increases, current decreases.

[Vivek | Cybersecurity @VivekIntel]

10 POWERFUL WEBSITES TO MASTER ETHICAL HACKING 💻🛡️

These 10 powerful websites provide hands-on labs, tutorials, and Capture The Flag (CTF) challenges to master ethical hacking. They offer safe, legal environments to practice penetration testing, understand web vulnerabilities, and build real-world cybersecurity skills.

[Parves Hossen @hossen_par41639]

Top AI Job List, pick one!

Follow @hossen_par41639 for more!

[SpaceX @SpaceX]

Liftoff!

[Job Corner @JOBCORNER247]

Complete Interview Tips 🌟

✅ Important skill HR looks for
✅ Interview preparation
✅ Body languages tips
✅ Techniques to answer questions

All in one poster!

[Job Corner @JOBCORNER247]

Free Online Cybersecurity Courses and Certifications in 2026.

Here are 15 FREE courses to help you master Cybersecurity 👇👇

1. IBM Cybersecurity Analyst Professional Certificate

🔗https://t.co/2jRxn10kjz

2. Microsoft Cybersecurity Analyst Professional Certificate

🔗 https://t.co/5e5eQxA84P

3. Cloud Application Development Foundations Specialization

🔗 https://t.co/9iWY5A2fup

4. Developing Applications with Google Cloud Specialization

🔗 https://t.co/Mi6gHvfJFN

5. Introduction to Cloud Computing

🔗 https://t.co/0uqyYL9iBK

6. Understanding Google Cloud Security and Operations

🔗 https://t.co/v8Z94BwtN4

7. Innovating with Data and Google Cloud

🔗 https://t.co/dnZ59ZTC9w

8. Microsoft Azure Fundamentals: Describe cloud concepts

🔗 https://t.co/gdHd2SlIra

9. GoogleCloud: Google Cloud Computing Foundations: Cloud Computing Fundamentals

🔗 https://t.co/b3CitYIFtB

10. Cloud Computing Basics (Cloud 101)

🔗https://t.co/vyKDyTcr1o

11. IT Fundamentals for Cybersecurity Specialization

🔗https://t.co/OgWdCensVa

12. Introduction to Cybersecurity Tools & Cyber Attacks

🔗 https://t.co/UbkohxmgJA

13. Cyber Security Course for Beginners
https://t.co/bBDau5ujRI

14. Introduction to Cyber Security
https://t.co/wpNGAmynDK

15. For Beginners
https://t.co/NGiPmE6aCt

Happy Learning 🌟

[Python Programming @PythonPr]

The Python Ecosystem: Skills Every Developer Must Master 🐍