/AI Engineering Podcast

AI Engineering Podcast

This show is your guidebook to building scalable and maintainable AI systems. You will learn how to architect AI applications, apply AI to your work, and the considerations involved in building or customizing new models. Everything that you need to know to deliver real impact and value with machine learning and artificial intelligence.

Acerca de

Episodios

English

Idioma

Suscriptores

Reproducciones

Episodios25

Invertir orden de reproducción

MCP as the API for AI‑Native Systems: Security, Orchestration, and Scale

Dec 15, 2025·—

—

Summary In this episode Craig McLuckie, co-creator of Kubernetes and founder/CEO of Stacklok, talks about how to improve security and reliability for AI agents using curated, optimized deployments of the Model Context...

Context as Code, DevX as Leverage: Accelerating Software with Multi‑Agent Workflows

Nov 23, 2025·—

—

Summary In this episode Max Beauchemin explores how multiplayer, multi‑agent engineering is reshaping individual and team velocity for building data and AI systems. Max shares his journey from Airflow and Superset to...

Inside the Black Box: Neuron-Level Control and Safer LLMs

Nov 16, 2025·—

—

Summary In this episode of the AI Engineering Podcast Vinay Kumar, founder and CEO of Arya.ai and head of Lexsi Labs, talks about practical strategies for understanding and steering AI systems. He discusses the...

Building the Internet of Agents: Identity, Observability, and Open Protocols

Nov 9, 2025·—

—

Summary In this episode Guillaume de Saint Marc, VP of Engineering at Cisco Outshift, talks about the complexities and opportunities of scaling multi‑agent systems. Guillaume explains why specialized agents...

Agents, IDEs, and the Blast Radius: Practical AI for Software Engineers

Nov 2, 2025·—

—

Summary In this episode of the AI Engineering Podcast Will Vincent, Python developer advocate at JetBrains (PyCharm), talks about how AI utilities are revolutionizing software engineering beyond basic code completion...

From MRI to World Models: How AI Is Changing What We See

Oct 26, 2025·—

—

Summary In this episode of the AI Engineering Podcast Daniel Sodickson, Chief of Innovation in Radiology at NYU Grossman School of Medicine, talks about harnessing AI systems to truly understand images and revolutionize...

Specs, Tests, and Self‑Verification: The Playbook for Agentic Engineering Teams

Oct 19, 2025·—

—

Summary In this episode Andrew Filev, CEO and founder of ZenCoder, takes a deep dive into the system design, workflows, and organizational changes behind building agentic coding systems. He traces the evolution from...

From Probabilistic to Trustworthy: Building Orion, an Agentic Analytics Platform

Oct 11, 2025·—

—

Summary In this episode of the AI Engineering Podcast Lucas Thelosen and Drew Gillson talk about Orion, their agentic analytics platform that delivers proactive, push-based insights to business users through...

Building Production-Ready AI Agents with Pydantic AI

Oct 6, 2025·—

—

Summary In this episode of the AI Engineering Podcast Samuel Colvin, creator of Pydantic and founder of Pydantic Inc, talks about Pydantic AI - a type-safe framework for building structured AI agents in Python. Samuel...

From GPUs to Workloads: Flex AI’s Blueprint for Fast, Cost‑Efficient AI

Sep 28, 2025·—

—

Summary In this episode of the AI Engineering Podcast Brijesh Tripathi, CEO of Flex AI, talks about revolutionizing AI engineering by removing DevOps burdens through "workload as a service". Brijesh shares his expertise...

Right-Sizing AI: Small Language Models for Real-World Production

Sep 20, 2025·—

—

Summary In this episode of the AI Engineering Podcast Steven Huels, Vice President of AI Engineering & Product Strategy at Red Hat, talks about the practical applications of small language models (SLMs) for production...

AI Agents and Identity Management

Sep 13, 2025·—

—

Summary In this episode of the AI Engineering Podcast Julianna Lamb, co-founder and CTO of Stytch, talks about the complexities of managing identity and authentication in agentic workflows. She explores the evolving...

Revolutionizing Production Systems: The Resolve AI Approach

Sep 3, 2025·—

—

Summary In this episode of the AI Engineering Podcast, CEO of Resolve AI Spiros Xanthos shares his insights on building agentic capabilities for operational systems. He discusses the limitations of traditional...

Designing Scalable AI Systems with FastMCP: Challenges and Innovations

Aug 26, 2025·—

—

Summary In this episode of the AI Engineering Podcast Jeremiah Lowin, founder and CEO of Prefect Technologies, talks about the FastMCP framework and the design of MCP servers. Jeremiah explains the evolution of FastMCP...

Proactive Monitoring in Heavy Industry: The Role of AI and Human Curiosity

Aug 23, 2025·—

—

Summary In this episode of the AI Engineering Podcast Dr. Tara Javidi, CTO of KavAI, talks about developing AI systems for proactive monitoring in heavy industry. Dr. Javidi shares her background in mathematics and...

Navigating the AI Landscape: Challenges and Innovations in Retail

Aug 7, 2025·—

—

Summary In this episode of the AI Engineering Podcast machine learning engineer Shashank Kapadia explores the transformative role of generative AI in retail. Shashank shares his journey from an engineering background to...

The Anti-CRM CRM: How Spiro Uses AI to Transform Sales

Jul 21, 2025·—

—

Summary In this episode of the AI Engineering podcast Adam Honig, founder of Spiro AI, about using AI to automate CRM systems, particularly in the manufacturing sector. Adam shares his journey from running a consulting...

Unlocking AI Potential with AMD's ROCm Stack

Jun 23, 2025·—

—

Summary In this episode of the AI Engineering podcast Anush Elangovan, VP of AI software at AMD, discusses the strategic integration of software and hardware at AMD. He emphasizes the open-source nature of their...

Applying AI To The Construction Industry At Buildots

Jun 13, 2025·—

—

Summary In this episode of the Machine Learning Podcast Ori Silberberg, VP of Engineering at Buildots, talks about transforming the construction industry with AI. Ori shares how Buildots uses computer vision and AI to...

The Future of AI Systems: Open Models and Infrastructure Challenges

Jun 1, 2025·—

—

Summary In this episode of the AI Engineering Podcast Jamie De Guerre, founding SVP of product at Together.ai, explores the role of open models in the AI economy. As a veteran of the AI industry, including his time...

The Rise of Agentic AI: Transforming Business Operations

May 20, 2025·—

—

Summary In this episode of the AI Engineering Podcast, host Tobias Macey sits down with Ben Wilde, Head of Innovation at Georgian, to explore the transformative impact of agentic AI on business operations and the SaaS...

Protecting AI Systems: Understanding Vulnerabilities and Attack Surfaces

May 3, 2025·—

—

Summary In this episode of the AI Engineering Podcast Kasimir Schulz, Director of Security Research at HiddenLayer, talks about the complexities and security challenges in AI and machine learning models. Kasimir...

Understanding The Operational And Organizational Challenges Of Agentic AI

Apr 21, 2025·—

—

Summary In this episode of the AI Engineering podcast Julian LaNeve, CTO of Astronomer, talks about transitioning from simple LLM applications to more complex agentic AI systems. Julian shares insights into the...

The Power of Community in AI Development with Oumi

Mar 16, 2025·—

—

Summary In this episode of the AI Engineering Podcast Emmanouil (Manos) Koukoumidis, CEO of Oumi, about his vision for an open platform for building, evaluating, and deploying AI foundation models. Manos shares his...

Arch Gateway: Add AI To Your Apps Without Custom Development

Feb 25, 2025·—

—

Summary In this episode of the AI Engineering Podcast Adil Hafiz talks about the Arch project, a gateway designed to simplify the integration of AI agents into business systems. He discusses how the gateway uses Rust...