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Code with Brij

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Folks, your support means the world to me! Just a simple like on my posts fuels my passion and keeps me motivated to create high-quality content. I pour my heart into sharing valuable insights—not for money, but purely out of my love for tech and my desire to help others. Your encouragement is what keeps this journey alive!

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AI isn't magic—it’s 𝗽𝗮𝘁𝘁𝗲𝗿𝗻𝘀, 𝗽𝗿𝗼𝗯𝗮𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀, 𝗮𝗻𝗱 𝗽𝗿𝗼𝗰𝗲𝘀𝘀𝗲𝘀. | Brij kishore Pandey

AI isn't magic—it’s 𝗽𝗮𝘁𝘁𝗲𝗿𝗻𝘀, 𝗽𝗿𝗼𝗯𝗮𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀, 𝗮𝗻𝗱 𝗽𝗿𝗼𝗰𝗲𝘀𝘀𝗲𝘀.

The 𝗔𝗜 𝗹𝗮𝗻𝗱𝘀𝗰𝗮𝗽𝗲 𝗶𝘀 𝘀𝗵𝗶𝗳𝘁𝗶𝗻𝗴 𝗳𝗮𝘀𝘁, and the gap between those who understand its foundations and those who simply use it is growing.

If you want to 𝗯𝘂𝗶𝗹𝗱 𝗔𝗜 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀, 𝗼𝗽𝘁𝗶𝗺𝗶𝘇𝗲 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀, 𝗼𝗿…

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The cloud landscape is vast, with AWS, Azure, Google Cloud, Oracle Cloud, and Alibaba Cloud offering a 𝘄𝗶𝗱𝗲 𝗿𝗮𝗻𝗴𝗲 𝗼𝗳 𝘀𝗲𝗿𝘃𝗶𝗰𝗲𝘀.…

The cloud landscape is vast, with AWS, Azure, Google Cloud, Oracle Cloud, and Alibaba Cloud offering a 𝘄𝗶𝗱𝗲 𝗿𝗮𝗻𝗴𝗲 𝗼𝗳 𝘀𝗲𝗿𝘃𝗶𝗰𝗲𝘀.

However, navigating these services and understanding 𝘄𝗵𝗶𝗰𝗵 𝗽𝗹𝗮𝘁𝗳𝗼𝗿𝗺 𝗽𝗿𝗼𝘃𝗶𝗱𝗲𝘀 𝘁𝗵𝗲𝗺 can be overwhelming.

That’s why I’ve put…

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The next generation of AI agents isn’t just about using LLMs—it’s about combining multiple intelligent systems to create AI that…

The next generation of AI agents isn’t just about using LLMs—it’s about combining multiple intelligent systems to create AI that can perceive, reason, act, and adapt.

Here are 12 essential components that power autonomous and efficient AI agents:

Intelligence…

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Selecting the right database is a crucial decision that impacts an application’s performance, scalability, and maintainability.…

Selecting the right database is a crucial decision that impacts an application’s performance, scalability, and maintainability.

With the growing complexity of data and diverse use cases, it is essential to understand the different types of databases and…

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These Free AI Courses Have Helped Me Immensely—And They Can Definitely Help You Too! | Brij kishore Pandey

These Free AI Courses Have Helped Me Immensely—And They Can Definitely Help You Too!

The AI revolution is unfolding rapidly, and staying ahead means learning from the best.

That’s why I’m sharing this 𝗳𝗮𝗻𝘁𝗮𝘀𝘁𝗶𝗰 𝗼𝗽𝗽𝗼𝗿𝘁𝘂𝗻𝗶𝘁𝘆 𝗳𝗿𝗼𝗺 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁—a 𝗙𝗥𝗘𝗘 Generative…

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Cloud Native technologies have long been at the heart of scalable applications. | Brij kishore Pandey

Cloud Native technologies have long been at the heart of scalable applications. But now, with AI and Agentic Systems, the game is changing!

Unlike traditional AI automation, Agentic AI can make decisions, execute workflows, and adapt dynamically to system…

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If you’re working with 𝗟𝗟𝗠𝘀, 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻, 𝗼𝗿 𝗔𝗜-𝗱𝗿𝗶𝘃𝗲𝗻 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀, choosing the right 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜 𝗳𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 is crucial. | Brij kishore…

If you’re working with 𝗟𝗟𝗠𝘀, 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻, 𝗼𝗿 𝗔𝗜-𝗱𝗿𝗶𝘃𝗲𝗻 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀, choosing the right 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜 𝗳𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 is crucial. Here’s a breakdown of some of the most powerful ones:

🔹 𝗟𝗮𝗻𝗴𝗖𝗵𝗮𝗶𝗻 – The go-to 𝗟𝗟𝗠 𝗮𝗽𝗽 𝗳𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 for AI workflows, RAG, and intelligent…

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Two key concepts are often used interchangeably: 𝗔𝗜 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 and 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀. | Brij kishore Pandey

Two key concepts are often used interchangeably: 𝗔𝗜 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 and 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀.

But they’re not the same! Understanding their differences can help you leverage them effectively.

🔹 𝗔𝗜 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻:

Think of this as traditional 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 powered…

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While many focus on generative AI for automation, the true revolution is happening with AI systems that can 𝗮𝗰𝘁 𝗮𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀𝗹𝘆 to…

While many focus on generative AI for automation, the true revolution is happening with AI systems that can 𝗮𝗰𝘁 𝗮𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀𝗹𝘆 to solve complex problems.

Agentic AI represents the evolution from passive, instruction-following systems to proactive problem…

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𝗢𝗻𝗲 𝗼𝗳 𝗔𝗽𝗮𝗰𝗵𝗲 𝗞𝗮𝗳𝗸𝗮’𝘀 𝗯𝗶𝗴𝗴𝗲𝘀𝘁 𝘀𝘁𝗿𝗲𝗻𝗴𝘁𝗵𝘀 𝗶𝘀 𝗮𝗹𝘀𝗼 𝗯𝗲𝗰𝗼𝗺𝗶𝗻𝗴 𝗮 𝗺𝗮𝗷𝗼𝗿 𝗽𝗮𝗶𝗻 𝗽𝗼𝗶𝗻𝘁—𝗲𝘀𝗽𝗲𝗰𝗶𝗮𝗹𝗹𝘆 𝗶𝗻 𝘁𝗵𝗲 𝗰𝗹𝗼𝘂𝗱. | Brij kishore Pandey

𝗢𝗻𝗲 𝗼𝗳 𝗔𝗽𝗮𝗰𝗵𝗲 𝗞𝗮𝗳𝗸𝗮’𝘀 𝗯𝗶𝗴𝗴𝗲𝘀𝘁 𝘀𝘁𝗿𝗲𝗻𝗴𝘁𝗵𝘀 𝗶𝘀 𝗮𝗹𝘀𝗼 𝗯𝗲𝗰𝗼𝗺𝗶𝗻𝗴 𝗮 𝗺𝗮𝗷𝗼𝗿 𝗽𝗮𝗶𝗻 𝗽𝗼𝗶𝗻𝘁—𝗲𝘀𝗽𝗲𝗰𝗶𝗮𝗹𝗹𝘆 𝗶𝗻 𝘁𝗵𝗲 𝗰𝗹𝗼𝘂𝗱.

Kafka was originally designed around 𝗹𝗼𝗰𝗮𝗹 𝗱𝗶𝘀𝗸-𝗯𝗮𝘀𝗲𝗱 𝗿𝗲𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻 to ensure durability and fault tolerance.

But in today’s hyperscaler environments, this…

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This Raodmap may be useful for you - https://www.linkedin.com/feed/update/urn:li:activity:7319923914967601152/

If you're serious about AI, this is the path you can't ignore. | Brij kishore Pandey

If you're serious about AI, this is the path you can't ignore.

Agentic AI is shaping the next generation of intelligent systems—ones that don’t just generate content, but 𝘢𝘤𝘵, 𝘳𝘦𝘢𝘴𝘰𝘯, and 𝘤𝘰𝘭𝘭𝘢𝘣𝘰𝘳𝘢𝘵𝘦 𝘢𝘶𝘵𝘰𝘯𝘰𝘮𝘰𝘶𝘴𝘭𝘺.

I’ve mapped out a complete journey for…

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Ten years ago, many of these roles didn’t even exist. | Brij kishore Pandey

Ten years ago, many of these roles didn’t even exist. Today, they are at the core of every successful AI initiative.

This visual from Gartner perfectly captures how the AI landscape is evolving:

→ Traditional roles like Data Scientists and Data Engineers…

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𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗮 𝗦𝗰𝗮𝗹𝗮𝗯𝗹𝗲 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁 𝗜𝘀𝗻’𝘁 𝗝𝘂𝘀𝘁 𝗔𝗯𝗼𝘂𝘁 𝘁𝗵𝗲 𝗠𝗼𝗱𝗲𝗹 — 𝗜𝘁’𝘀 𝗔𝗯𝗼𝘂𝘁 𝘁𝗵𝗲 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲. | Brij kishore Pandey

𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗮 𝗦𝗰𝗮𝗹𝗮𝗯𝗹𝗲 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁 𝗜𝘀𝗻’𝘁 𝗝𝘂𝘀𝘁 𝗔𝗯𝗼𝘂𝘁 𝘁𝗵𝗲 𝗠𝗼𝗱𝗲𝗹 — 𝗜𝘁’𝘀 𝗔𝗯𝗼𝘂𝘁 𝘁𝗵𝗲 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲.

In the age of Agentic AI, designing a scalable agent requires more than just fine-tuning an LLM. You need a solid foundation built on three key pillars:

𝟭. 𝗖𝗵𝗼𝗼𝘀𝗲 𝘁𝗵𝗲…

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Types of AI Agent https://www.linkedin.com/feed/update/urn:li:activity:7324757189712109568/

As we transition from static AI tools to 𝗮𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀, 𝗿𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴-𝗱𝗿𝗶𝘃𝗲𝗻 𝘀𝘆𝘀𝘁𝗲𝗺𝘀, understanding the 𝘁𝘆𝗽𝗲𝘀 𝗼𝗳 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁𝘀 is no longer…

As we transition from static AI tools to 𝗮𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀, 𝗿𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴-𝗱𝗿𝗶𝘃𝗲𝗻 𝘀𝘆𝘀𝘁𝗲𝗺𝘀, understanding the 𝘁𝘆𝗽𝗲𝘀 𝗼𝗳 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁𝘀 is no longer optional—it’s foundational for any modern tech strategy.

Here are the 6 core AI agent types that are shaping the future of software…

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𝗪𝗵𝗮𝘁 𝗜 𝘄𝗶𝘁𝗻𝗲𝘀𝘀𝗲𝗱 𝘁𝗼𝗱𝗮𝘆 𝗮𝘁 IBM #𝗧𝗵𝗶𝗻𝗸𝟮𝟬𝟮𝟱 𝘄𝗮𝘀 𝗺𝗼𝗿𝗲 𝘁𝗵𝗮𝗻 𝗮𝗻 𝘂𝗽𝗱𝗮𝘁𝗲 𝗼𝗻 𝗔𝗜 𝗮𝗻𝗱 𝗰𝗹𝗼𝘂𝗱. | Brij kishore Pandey

𝗪𝗵𝗮𝘁 𝗜 𝘄𝗶𝘁𝗻𝗲𝘀𝘀𝗲𝗱 𝘁𝗼𝗱𝗮𝘆 𝗮𝘁 IBM #𝗧𝗵𝗶𝗻𝗸𝟮𝟬𝟮𝟱 𝘄𝗮𝘀 𝗺𝗼𝗿𝗲 𝘁𝗵𝗮𝗻 𝗮𝗻 𝘂𝗽𝗱𝗮𝘁𝗲 𝗼𝗻 𝗔𝗜 𝗮𝗻𝗱 𝗰𝗹𝗼𝘂𝗱. 𝗜𝘁 𝘄𝗮𝘀 𝗮 𝗰𝗹𝗲𝗮𝗿 𝘀𝗵𝗶𝗳𝘁 𝗶𝗻 𝗵𝗼𝘄 𝗲𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲𝘀 𝗮𝗿𝗲 𝗼𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝗮𝗹𝗶𝘇𝗶𝗻𝗴 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗮𝘁 𝘀𝗰𝗮𝗹𝗲.

AI is evolving fast — but for enterprises, the core questions remain:

→ Can we deploy…

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Free Afentic AI courses https://www.linkedin.com/feed/update/urn:li:activity:7327417373865426944/

If you’re serious about learning or building in Agentic AI space, here’s a curated collection of free courses, hands-on frameworks…

If you’re serious about learning or building in Agentic AI space, here’s a curated collection of free courses, hands-on frameworks, and real-world resources to guide your journey:

𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗨𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱𝗶𝗻𝗴
→ IBM’s introduction to Agentic AI
https://lnkd.in/eWQCS9Nu…

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𝗪𝗲’𝘃𝗲 𝗮𝗹𝗹 𝗯𝗲𝗲𝗻 𝘁𝗵𝗲𝗿𝗲: 𝖣𝖺𝗍𝖺 𝖾𝗏𝖾𝗋𝗒𝗐𝗁𝖾𝗋𝖾. | Brij kishore Pandey

𝗪𝗲’𝘃𝗲 𝗮𝗹𝗹 𝗯𝗲𝗲𝗻 𝘁𝗵𝗲𝗿𝗲: 𝖣𝖺𝗍𝖺 𝖾𝗏𝖾𝗋𝗒𝗐𝗁𝖾𝗋𝖾. 𝖣𝖺𝗌𝗁𝖻𝗈𝖺𝗋𝖽𝗌 𝖻𝗎𝗂𝗅𝗍.

𝖡𝗎𝗍 𝖽𝖾𝖼𝗂𝗌𝗂𝗈𝗇𝗌?

𝖲𝗍𝗂𝗅𝗅 𝖽𝖾𝗅𝖺𝗒𝖾𝖽.

𝖣𝗈𝗆𝗈 𝖼𝗁𝖺𝗇𝗀𝖾𝗌 𝗍𝗁𝖾 𝗀𝖺𝗆𝖾 𝗐𝗂𝗍𝗁 𝖠𝗀𝖾𝗇𝗍 𝖢𝖺𝗍𝖺𝗅𝗒𝗌𝗍 — 𝗍𝗎𝗋𝗇𝗂𝗇𝗀 𝗒𝗈𝗎𝗋 𝖽𝖺𝗍𝖺 𝗂𝗇𝗍𝗈 𝗂𝗇𝗍𝖾𝗅𝗅𝗂𝗀𝖾𝗇𝗍, 𝖺𝗎𝗍𝗈𝗇𝗈𝗆𝗈𝗎𝗌 𝖺𝗀𝖾𝗇𝗍𝗌 𝗍𝗁𝖺𝗍 𝗍𝖺𝗄𝖾 𝖺𝖼𝗍𝗂𝗈𝗇 𝗂𝗇 𝗋𝖾𝖺𝗅 𝗍𝗂𝗆𝖾.

𝖭𝗈 𝗆𝗈𝗋𝖾 𝖽𝗂𝗀𝗀𝗂𝗇𝗀, 𝗋𝖾𝖿𝗋𝖾𝗌𝗁𝗂𝗇𝗀, 𝗈𝗋…

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