Are AI agents the future of software? 🤖

In this episode of the AI Master Podcast, my guest is Marcin Dziedzic – a Senior TypeScript Developer from Warsaw, specializing in Node.js, React, and building AI agents in production environments. With experience across both startups and large corporations, Marcin combines deep technical skills with real-world implementation of innovative AI solutions.

We dive into what it really takes to build AI agents for production, the challenges developers face, and why deploying a chatbot is much more than simply plugging into an API.

👉 How do you get started with AI agents and avoid the most common mistakes?

👉 Which hidden LLM features go beyond what ChatGPT offers?

👉 In what tasks are AI bots already outperforming humans?

👉 How do you test and monitor systems that don’t always behave deterministically?

👉 Are Retrieval-Augmented Generation (RAG) and Model Context Protocol (MCP) the real future or just hype?

This episode is packed with hands-on insights, case studies, and practical advice for developers who want to bring AI into their projects and take it live.

🔹 This episode is for anyone asking: how does AI really work in production, and how can I use agents to build solutions ready for the future?

💬 Share your thoughts in the comments: Will AI agents replace traditional apps as we know them today?

📲 Connect with me: Instagram / X / LinkedIn: @ngKalbarczyk

🌐 More about conferences and workshops: ng-poland.pl | js-poland.pl | ai-poland.pl

#AIMasterPodcast, #AIAgents, #ArtificialIntelligence, #LLM, #LargeLanguageModels, #RetrievalAugmentedGeneration, #RAG, #ModelContextProtocol, #MCP, #Chatbots, #AIInProduction, #AIEngineering, #TypeScript, #NodeJS, #ReactJS, #WebDevelopment, #CloudComputing, #FutureOfAI, #AIFuture, #TechPodcast

In this special episode of the AI Master Podcast, recorded live at Google I/O Connect in Berlin, I sit down with 🐳 Jai Campbell, Lead Cloud and Security Engineer at Jellyfish, to explore the fascinating intersection of AI, gaming, and cloud technologies.Jai shares his personal project: an AI-powered, story-driven role-playing game inspired by Choose Your Own Adventure books — but with a twist. Every non-player character (NPC) is a fully autonomous AI agent built using Gemini and Google Cloud’s Agent Development Kit.We dive into: • How multi-agent systems create unique, dynamic storylines, • The technical challenges of managing session and world state in real-time, • Plans for natural language voice interactions and dynamic image generation using Imagen, • Tips on staying organized during complex AI projects, • And why stepping away from the screen can sometimes lead to your biggest breakthroughs.If you’re into AI, gaming, or building agentic experiences in the cloud — this episode is packed with insights and inspiration.🎧 Hit play, subscribe, and enjoy the journey into the future of interactive storytelling!

Welcome to another episode of the AI Master Podcast! I’m your host, Dariusz Kalbarczyk — co-founder of NG Poland, JS Poland, AI Poland, and AngularMaster.dev.

Today’s guest is someone who’s making the math behind machine learning accessible to everyone — straight from Hungary, please welcome Tivadar Danka: mathematician, educator, and author of the hit book Mathematics of Machine Learning.

In this episode, we talk about:

• How Tivadar transitioned from pure math to machine learning

• Why developers shouldn’t fear linear algebra or calculus

• How to teach complex ideas in simple, visual ways

• The biggest myths about “the math behind the magic”

• What every software engineer should know about gradients, eigenvalues, and probability

• How tools like ChatGPT can support math education

• And what Tivadar’s working on next — maybe a course or a new visual edition?

If you’ve ever felt intimidated by the math in AI, this conversation will inspire you, simplify concepts, and show that anyone can understand the foundations of machine learning.

🔗 Explore all our shows — including Angular Master, JavaScript Master, and AI Master — at kalbarczyk.dev

Tune in and enjoy!

🎙️ New Episode – AI Master Podcast: Will Ayd on Pandas, Open Source & Building AI-Ready Data Pipelines

What does it take to turn messy real-world data into clean, structured, AI-ready insights?

In this episode, we dive deep with Will Ayd — data consultant, open-source contributor, and co-author of the latest edition of the Pandas Cookbook.

🔍 You’ll learn:

▪ How AI is transforming enterprise data work (ERP, CRM, reporting)

▪ What’s new and powerful in Pandas 2.x

▪ Why idiomatic pandas code matters — and how to write it

▪ How to handle performance tuning, large datasets, and real-world challenges

▪ Tools like NumPy, PyArrow, and DuckDB that supercharge your workflows

▪ Will’s personal habits for focus, deep work, and long-term success

📘 Whether you’re a data engineer, analyst, AI enthusiast or Python developer — this episode is packed with practical wisdom and hands-on advice.

🎧 Listen now and level up your data game.

#AI #Podcast #Python #Pandas #DataEngineering #OpenSource #WillAyd #AIMasterPodcast #RetailData #PandasCookbook #DuckDB #NumPy #PyArrow #BigData #Productivity #DeepWork #TechPodcast

🚀 The very first episode of the AI Master Podcast is now live! 🎙️

I’m beyond excited to kick off this brand new journey — and we’re starting big.

🎧 Episode 1 was recorded at Google’s official podcast studio in Paris 🇫🇷

…and I had the pleasure of speaking with Jetha Chan, Technical Solutions Consultant at Google DeepMind.

We talked about:

✅ The rise of open-source models like Gemma

✅ How Gemma and Gemini fit into Google’s AI strategy

✅ Real-world advice for startups adopting AI

✅ Common myths about open models

✅ And some personal insights into motivation, music, and life beyond code 🎶

If you’re passionate about AI, building products, or just want a fresh perspective from someone deep inside the world of AI innovation — this is for you.

➡️ Listen. Model. Evolve.

#AIMasterPodcast #PodcastLaunch #GoogleDeepMind #Gemma #OpenAI #AIforStartups #GoogleParis #JethaChan #ArtificialIntelligence #LLM #Gemini #AngularMaster #AILeadership #Startups