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Tech Monk - Kapil

06/06/2026

Agent vs Workflow | 5 Rules of creating an Agent

What you’ll learn in this “AI Monk” series:

- Core Foundations of AI
- Building AI Stack
- AI Models & Architecture
- Agentic AI
- Security + Guardrails
- Evaluation + Real Engineering
- Latest AI Trends

🌟 Join our growing community as shown below of tech enthusiasts, share your thoughts, and engage in work related discussions;

Telegram: https://t.me/%20VBzBV1VyVf3wESGZ
Discord: https://discord.gg/vdz8SJ8RG9

03/06/2026

Agent Failures + Guardrails (Production Reality)

Welcome to our channel “Tech Monk - Kapil”, your only go-to destination for all things Tech!

What you’ll learn in this “AI Monk” series:

- Core Foundations of AI
- Building AI Stack
- AI Models & Architecture
- Agentic AI
- Security + Guardrails
- Evaluation + Real Engineering
- Latest AI Trends

Read my tech articles:
✍️ Medium: https://techygeeky.medium.com/
Follow my work:
GitHub: https://github.com/kapilraghuwanshi

30/05/2026

What is Agent Orchestration?

[** **](https://business.facebook.com/watch/hashtag/genai?__eep__=6%2F&__cft__[0]=AZbtGznoizAUH8T1QL7fOQPbdIwzO7A9eEuw2fFSyCHTaH3aXqKtbdCQCML2-v6X9t2SgJFxc_5EpX0xyED4dZxwlZlrDz-i6qxPxSP8_LOgrasEvbg9gQp5wSAVgkYwMOSmDR2KvTg3sM6eY-7e9VsNau4UXWpGPE3PGfHsoiVZXA&__tn__=*NK-R) [** **](https://business.facebook.com/watch/hashtag/llm?__eep__=6%2F&__cft__[0]=AZbtGznoizAUH8T1QL7fOQPbdIwzO7A9eEuw2fFSyCHTaH3aXqKtbdCQCML2-v6X9t2SgJFxc_5EpX0xyED4dZxwlZlrDz-i6qxPxSP8_LOgrasEvbg9gQp5wSAVgkYwMOSmDR2KvTg3sM6eY-7e9VsNau4UXWpGPE3PGfHsoiVZXA&__tn__=*NK-R) [** ](https://business.facebook.com/watch/hashtag/vectors?__eep__=6%2F&__cft__[0]=AZbtGznoizAUH8T1QL7fOQPbdIwzO7A9eEuw2fFSyCHTaH3aXqKtbdCQCML2-v6X9t2SgJFxc_5EpX0xyED4dZxwlZlrDz-i6qxPxSP8_LOgrasEvbg9gQp5wSAVgkYwMOSmDR2KvTg3sM6eY-7e9VsNau4UXWpGPE3PGfHsoiVZXA&__tn__=*NK-R) **

Welcome to our channel “Tech Monk - Kapil”, your only go-to destination for all things Tech!

![🚀](https://static.xx.fbcdn.net/images/emoji.php/v9/t65/2/16/1f680.png)

![🧠](https://static.xx.fbcdn.net/images/emoji.php/v9/t1b/2/16/1f9e0.png)

What you’ll learn in this “AI Monk” series:

- Core Foundations of AI
- Building AI Stack
- AI Models & Architecture
- Agentic AI
- Security + Guardrails
- Evaluation + Real Engineering
- Latest AI Trends

Book 1:1 with me for Career Guidance, Long-term mentorship, Resume review, Mock Interviews, Profile building or just quick Chai pe charcha🍵
TopMate: https://topmate.io/kapil_raghuwanshi

26/05/2026

What Is Agentic AI? How Agents Actually Work? - Agent Architecture

Read my tech articles:
✍️ Medium: https://techygeeky.medium.com/
Follow my work:
GitHub: https://github.com/kapilraghuwanshi

Welcome to our channel “Tech Monk - Kapil”, your only go-to destination for all things Tech! 🚀

🧠 What you’ll learn in this AI Monk series:
- Core Foundations of AI
- Building AI Stack
- AI Models & Architecture
- Agentic AI
- Security + Guardrails
- Evaluation + Real Engineering
- Latest AI Trends

📚 Official Docs & Learning Resources:
- OpenAI Docs - https://developers.openai.com/api/docs
- Anthropic (Claude + MCP concepts) - https://platform.claude.com/docs/en/home
- Hugging Face (Transformers & Models) - https://huggingface.co/
- LangChain - https://www.langchain.com/

🎥 Must Watch (Deep Learning AI Concepts):
- “Andrej Karpathy LLM Intro” - https://www.youtube.com/andrejkarpathy
- “3Blue1Brown Neural Networks” - https://www.youtube.com/c/3blue1brown
- “Attention is All You Need explained” - https://research.google/pubs/attention-is-all-you-need/

24/05/2026

How Does MCP Actually Work Under the Hood? How MCP Works (JSON-RPC + Streaming)

Welcome to our channel “Tech Monk - Kapil”, your only go-to destination for all things Tech! 🚀

🧠 What you’ll learn in this AI Monk series:
- Core Foundations of AI
- Building AI Stack
- AI Models & Architecture
- Agentic AI
- Security + Guardrails
- Evaluation + Real Engineering
- Latest AI Trends

📚 Official Docs & Learning Resources:
- OpenAI Docs - https://developers.openai.com/api/docs
- Anthropic (Claude + MCP concepts) - https://platform.claude.com/docs/en/home
- Hugging Face (Transformers & Models) - https://huggingface.co/
- LangChain - https://www.langchain.com/

🎥 Must Watch (Deep Learning AI Concepts):
- “Andrej Karpathy LLM Intro” - https://www.youtube.com/andrejkarpathy
- “3Blue1Brown Neural Networks” - https://www.youtube.com/c/3blue1brown
- “Attention is All You Need explained” - https://research.google/pubs/attention-is-all-you-need/

22/05/2026

Why Is MCP Fundamentally Different From APIs? API vs MCP

🌟 Join our growing community as shown below of tech enthusiasts, share your thoughts, and engage in work related discussions:
Telegram: https://t.me/%20VBzBV1VyVf3wESGZ
Discord: https://discord.gg/vdz8SJ8RG9

Welcome to our channel “Tech Monk - Kapil”, your only go-to destination for all things Tech! 🚀

🧠 What you’ll learn in this AI Monk series:
- Core Foundations of AI
- Building AI Stack
- AI Models & Architecture
- Agentic AI
- Security + Guardrails
- Evaluation + Real Engineering
- Latest AI Trends

📚 Official Docs & Learning Resources:
- OpenAI Docs - https://developers.openai.com/api/docs
- Anthropic (Claude + MCP concepts) - https://platform.claude.com/docs/en/home
- Hugging Face (Transformers & Models) - https://huggingface.co/
- LangChain - https://www.langchain.com/

🎥 Must Watch (Deep Learning AI Concepts):
- “Andrej Karpathy LLM Intro” - https://www.youtube.com/andrejkarpathy
- “3Blue1Brown Neural Networks” - https://www.youtube.com/c/3blue1brown
- “Attention is All You Need explained” - https://research.google/pubs/attention-is-all-you-need/

20/05/2026

What Is Model Context Protocol(MCP)?

Book 1:1 with me for Career Guidance, Long-term mentorship, Resume review, Mock Interviews, Profile building, or just quick Chai pe charcha🍵
TopMate: https://topmate.io/kapil_raghuwanshi

Welcome to our channel “Tech Monk - Kapil”, your only go-to destination for all things Tech! 🚀

🧠 What you’ll learn in this AI Monk series:
- Core Foundations of AI
- Building AI Stack
- AI Models & Architecture
- Agentic AI
- Security + Guardrails
- Evaluation + Real Engineering
- Latest AI Trends
📚 Official Docs & Learning Resources:
- OpenAI Docs - https://developers.openai.com/api/docs
- Anthropic (Claude + MCP concepts) - https://platform.claude.com/docs/en/home
- Hugging Face (Transformers & Models) - https://huggingface.co/
- LangChain - https://www.langchain.com/

🎥 Must Watch (Deep Learning AI Concepts):
- “Andrej Karpathy LLM Intro” - https://www.youtube.com/andrejkarpathy
- “3Blue1Brown Neural Networks” - https://www.youtube.com/c/3blue1brown
- “Attention is All You Need explained” - https://research.google/pubs/attention-is-all-you-need/

18/05/2026

Vector vs Vector less RAG

Welcome to our channel “Tech Monk - Kapil”, your only go-to destination for all things Tech! 🚀

🧠 What you’ll learn in this AI Monk series:
- Core Foundations of AI
- Building AI Stack
- AI Models & Architecture
- Agentic AI
- Security + Guardrails
- Evaluation + Real Engineering
- Latest AI Trends

📚 Official Docs & Learning Resources:
- OpenAI Docs - https://developers.openai.com/api/docs
- Anthropic (Claude + MCP concepts) - https://platform.claude.com/docs/en/home
- Hugging Face (Transformers & Models) - https://huggingface.co/
- LangChain - https://www.langchain.com/

🎥 Must Watch (Deep Learning AI Concepts):
- “Andrej Karpathy LLM Intro” - https://www.youtube.com/andrejkarpathy
- “3Blue1Brown Neural Networks” - https://www.youtube.com/c/3blue1brown
- “Attention is All You Need explained” - https://research.google/pubs/attention-is-all-you-need/

16/05/2026

How Is Similarity Computed Mathematically? Cosine Similarity + ANN Search

Welcome to our channel “Tech Monk - Kapil”, your only go-to destination for all things Tech! 🚀

🧠 What you’ll learn in this AI Monk series:
- Core Foundations of AI
- Building AI Stack
- AI Models & Architecture
- Agentic AI
- Security + Guardrails
- Evaluation + Real Engineering
- Latest AI Trends

📚 Official Docs & Learning Resources:
- OpenAI Docs - https://developers.openai.com/api/docs
- Anthropic (Claude + MCP concepts) - https://platform.claude.com/docs/en/home
- Hugging Face (Transformers & Models) - https://huggingface.co/
- LangChain - https://www.langchain.com/

🎥 Must Watch (Deep Learning AI Concepts):
- “Andrej Karpathy LLM Intro” - https://www.youtube.com/andrejkarpathy
- “3Blue1Brown Neural Networks” - https://www.youtube.com/c/3blue1brown
- “Attention is All You Need explained” - https://research.google/pubs/attention-is-all-you-need/

14/05/2026

How to Store and Retrieve Vectors Efficiently? Vector DB + Chunking

Welcome to our channel “Tech Monk - Kapil”, your only go-to destination for all things Tech! 🚀

🧠 What you’ll learn in this AI Monk series:
- Core Foundations of AI
- Building AI Stack
- AI Models & Architecture
- Agentic AI
- Security + Guardrails
- Evaluation + Real Engineering
- Latest AI Trends

📚 Official Docs & Learning Resources:
- OpenAI Docs - https://developers.openai.com/api/docs
- Anthropic (Claude + MCP concepts) - https://platform.claude.com/docs/en/home
- Hugging Face (Transformers & Models) - https://huggingface.co/
- LangChain - https://www.langchain.com/

🎥 Must Watch (Deep Learning AI Concepts):
- “Andrej Karpathy LLM Intro” - https://www.youtube.com/andrejkarpathy
- “3Blue1Brown Neural Networks” - https://www.youtube.com/c/3blue1brown
- “Attention is All You Need explained” - https://research.google/pubs/attention-is-all-you-need/

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