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Technology · Tobias Macey

AI Engineering Podcast

by Tobias Macey

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.

Latest episodes

Showing 20 · updated from the feed

What Do Humans Do Now? Rethinking Software Engineering in the Age of AI Agents

Summary  In this episode, I spoke with Jonathan Ellis about how AI agents are changing the economics of software development and forcing teams to rethink where human time

Oct 15
1 h 07 min

How to Evaluate RAG Systems When Ground Truth Keeps Changing

Summary  In this episode Ofer Mendelevitch shares what it really takes to evaluate RAG systems in production when your source data is incomplete, constantly changing, or

Oct 7
1 h 02 min

Harness Engineering for Reliable, Governed AI Agents

Summary  In this episode Nikunj Bajaj, co-founder and CEO of TrueFoundry, talks about the challenge of building reliable agents on top of inherently variable foundation m

Sep 19
1 h 03 min

Kubernetes, Compliance, and Control: The Operational Backbone of AI Sovereignty

Summary  In this episode of the AI Engineering Podcast, Steven Watt, leader of the Office of the CTO at Red Hat, discusses practical paths to achieving AI sovereignty for

Feb 25
1 h 01 min

From Blind Spots to Observability: Operationalizing LLM Apps with OpenLit

Summary  In this episode of the AI Engineering Podcast, Aman Agarwal, creator of OpenLit, discusses the operational foundations required to run LLM-powered applications i

Feb 15
50 min

Taming Voice Complexity with Dynamic Ensembles at Modulate

Summary  In this episode of the AI Engineering Podcast, Carter Huffman, co-founder and CTO of Modulate, discusses the engineering behind low-latency, high-accuracy Voice

Feb 8
59 min

GPU Clouds, Aggregators, and the New Economics of AI Compute

Summary  In this episode I sit down with Hugo Shi, co-founder and CTO of Saturn Cloud, to map the strategic realities of sourcing and operating GPUs across clouds. Hugo b

Jan 27
46 min

The Future of Dev Experience: Spotify’s Playbook for Organization‑Scale AI

Summary  In this episode of the AI Engineering Podcast Niklas Gustavsson, Chief Architect at Spotify, talks about scaling AI across engineering and product. He explores h

Jan 20
56 min

Generative AI Meets Accessibility: Benchmarks, Breakthroughs, and Blind Spots with Joe Devon

Summary  In this episode Joe Devon, co-founder of Global Accessibility Awareness Day (GAAD), talks about how generative AI can both help and harm digital accessibility —

Jan 5
56 min

Beyond the Chatbot: Practical Frameworks for Agentic Capabilities in SaaS

Summary  In this episode product and engineering leader Preeti Shukla explores how and when to add agentic capabilities to SaaS platforms. She digs into the operational r

Dec 29 2025
53 min

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

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 cur

Dec 16 2025
1 h 07 min

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

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

Nov 24 2025
59 min

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

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

Nov 16 2025
1 h 00 min

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

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. Guill

Nov 10 2025
1 h 07 min

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

Summary In this episode of the AI Engineering Podcast Will Vincent, Python developer advocate at JetBrains (PyCharm), talks about how AI utilities are revolutionizing sof

Nov 2 2025
59 min

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

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 sys

Oct 27 2025
48 min

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

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

Oct 19 2025
1 h 06 min

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

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-bas

Oct 11 2025
1 h 12 min

Building Production-Ready AI Agents with Pydantic AI

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

Oct 7 2025
50 min

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

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 "wor

Sep 28 2025
55 min

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