In this podcast Michael Stiefel spoke with David Blank-Edelman about the relationship between software architecture and site reliability engineering. Site reliability engineering can give architecture vital feedback about how the system actually behaves in production. Architects and designers can then learn from their failures to improve their ability to build systems that can evolve, gracefully degrade, and, at the right time, be taken out of production.

Reliability, just like latency, throughput, and durability, is an emergent property of a system. Hence the search for a root cause for a failure is counter-productive, and is not likely to produce a reliable system.  One often has to look for what went right, as opposed to what went wrong. Software reliability engineers and architects need to embrace a mutual curiosity of how a system really works and fails in the real world.

Read a transcript of this interview: http://bit.ly/4n63xuC

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Transcript

Looking for Root Causes is a False Path: A Conversation with David Blank-Edelman

Magdalena Picariello reframes how we think about AI, moving the conversation from algorithms and metrics to business impact and outcomes. She champions evaluation systems that don't just measure accuracy but also demonstrate real-world business value, and advocates for iterative development with continuous feedback to build optimal applications.

Read a transcript of this interview: http://bit.ly/4oqUIMv

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QCon San Francisco 2025 (November 17-21, 2025)
Get practical inspiration and best practices on emerging software trends directly from senior software developers at early adopter companies.
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QCon AI New York 2025 (December 16-17, 2025)
https://ai.qconferences.com/

QCon London 2026 (March 16-19, 2026)
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The InfoQ Podcasts: 
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- The InfoQ Podcast https://www.infoq.com/podcasts/ 
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If You Can’t Test It, Don’t Deploy It: The New Rule of AI Development?

Jenish Shah, a back-end engineer focused on distributed systems at Netflix, provides more insights on how to handle failures in a distributed systems setup. He shares details on how he built a library that handles exceptions uniformly, regardless of the underlying communication protocol. 

Read a transcript of this interview: http://bit.ly/3JpmIBn

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QCon San Francisco 2025 (November 17-21, 2025)
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https://qconsf.com/ 

QCon AI New York 2025 (December 16-17, 2025)
https://ai.qconferences.com/

QCon London 2026 (March 16-19, 2026)
https://qconlondon.com/

The InfoQ Podcasts: 
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

- The InfoQ Podcast https://www.infoq.com/podcasts/ 
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- Generally AI: https://www.infoq.com/generally-ai-podcast/ 

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Effective Error Handling: A Uniform Strategy for Heterogeneous Distributed Systems

In this podcast, Michael Stiefel spoke with Randy Shoup about how to evolve your software after a software failure, and how to improve the resilience of your software by modeling transient states using events and workflows.

Software failure is inevitable, but learning from failure, including making the necessary changes to organizational culture can make your software more resilient. One of the most important ways to do this is to search for the truth, rather than trying to seek out the guilty. The real world is asynchronous, which means that transient events are important for resilient systems because that is where failures often occur, or compensation has to take place. Workflows and events are the best way to model these systems.

Read a transcript of this interview: https://bit.ly/3Lmvd0I

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QCon San Francisco 2025 (November 17-21, 2025)
Get practical inspiration and best practices on emerging software trends directly from senior software developers at early adopter companies.
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QCon AI New York 2025 (December 16-17, 2025)
https://ai.qconferences.com/

QCon London 2026 (March 16-19, 2026)
https://qconlondon.com/

The InfoQ Podcasts: 
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

- The InfoQ Podcast https://www.infoq.com/podcasts/ 
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Architecture Should Model the World as It Really Is: A Conversation with Randy Shoup

Marina Moore, a security researcher and the co-chair of the security and compliance TAG of CNCF, shares her concerns about the security vulnerabilities of containers. She explains where the issues originate, providing solutions and discussing alternative routes to using micro-VMs rather than containers. Additionally, she highlights the risks associated with AI inference.

Read a transcript of this interview: https://bit.ly/4qUCcyi

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QCon San Francisco 2025 (November 17-21, 2025)
Get practical inspiration and best practices on emerging software trends directly from senior software developers at early adopter companies.
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QCon AI New York 2025 (December 16-17, 2025)
https://ai.qconferences.com/

QCon London 2026 (March 16-19, 2026)
https://qconlondon.com/

The InfoQ Podcasts: 
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

- The InfoQ Podcast https://www.infoq.com/podcasts/ 
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Cloud Security Challenges in the AI Era - How Running Containers and Inference Weaken Your System

Vivek Yadav, an engineering manager from Stripe, shares his experience in building a testing system based on multi-year worth of data. He shares insights into why Apache Spark was the choice for creating such a system and how it fits in the "traditional" engineering practices.

Read a transcript of this interview: https://bit.ly/4o08NjD

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QCon AI New York 2025 (December 16-17, 2025)
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QCon London 2026 (March 16-19, 2026)
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https://qconlondon.com/

QCon AI Boston 2026 (June 1-2, 2026)
Learn how real teams are accelerating the entire software lifecycle with AI.
https://boston.qcon.ai


The InfoQ Podcasts: 
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How to Use Apache Spark to Craft a Multi-Year Data Regression Testing and Simulations Framework

In this episode, QCon AI New York 2025 Chair Wes Reisz speaks with Reken CEO and Google Trust & Safety founder Shuman Ghosemajumder about the erosion of digital trust. They explore how deepfakes and automated social engineering are scaling cybercrime. Shuman argues defenders must move beyond default trust, utilizing behavioral telemetry and game theory to counter attacks that simulate human behavior.

Read a transcript of this interview: https://bit.ly/4p7zX9z

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QCon AI New York 2025 (December 16-17, 2025)
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QCon London 2026 (March 16-19, 2026)
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https://qconlondon.com/

QCon AI Boston 2026 (June 1-2, 2026)
Learn how real teams are accelerating the entire software lifecycle with AI.
https://boston.qcon.ai


The InfoQ Podcasts: 
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

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GenAI Security: Defending Against Deepfakes and Automated Social Engineering

Gabriele Columbro, managing director of the Linux Foundation Europe, discusses the differences in the open-source landscape between Europe, China and the US. Stressing that the open-source landscape is the last favorable ground for global innovation in the current geo-political landscape.

Read a transcript of this interview: https://bit.ly/4rFIhPu

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QCon AI New York 2025 (December 16-17, 2025) - SOLD OUT!
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https://qconlondon.com/

QCon AI Boston 2026 (June 1-2, 2026)
Learn how real teams are accelerating the entire software lifecycle with AI.
https://boston.qcon.ai


The InfoQ Podcasts: 
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

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Bridging the Open Source Gap: From Funding Paradoxes to Digital Sovereignty

QCon AI New York Chair Wes Reisz talks with LinkedIn’s Karthik Ramgopal and Prince Valluri about enabling AI agents at enterprise scale. They discuss how platform teams orchestrate secure, multi-agentic systems, the role of MCP, the use of foreground and background agents, improving developer experience, and reducing toil.

Read a transcript of this interview: https://bit.ly/4prPukO

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QCon AI New York 2025 (December 16-17, 2025) - SOLD OUT!
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QCon London 2026 (March 16-19, 2026)
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https://qconlondon.com/

QCon AI Boston 2026 (June 1-2, 2026)
Learn how real teams are accelerating the entire software lifecycle with AI.
https://boston.qcon.ai


The InfoQ Podcasts: 
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

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Platform Engineering for AI: Scaling Agents and MCP at LinkedIn

Will McGugan, the maker of Textual and Rich frameworks, speaks about the reasoning of developing the two two libraries and the lesson learned. Also, he shares light on Toad, his current project, which he envisions being a more visually appealing way of interacting with agentic LLMs through command line. 

Read a transcript of this interview: https://bit.ly/4j1MtFq

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QCon London 2026 (March 16-19, 2026)
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https://qconlondon.com/

QCon AI Boston 2026 (June 1-2, 2026)
Learn how real teams are accelerating the entire software lifecycle with AI.
https://boston.qcon.ai


The InfoQ Podcasts: 
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Building a More Appealing CLI for Agentic LLMs Based on Learnings from the Textual Framework

On this episode of Eat Sleep Code guest Jimmy Bogard shares his perspective on Microsoft's basic object-mapper. Jimmy talks about the future of Automapper and support for .NET Core & .NET Standard.

00:57 EC: So I wanted to get you on the show today, because of a GitHub issue I saw on the MVC GitHub repository. And this GitHub issue is… It reads, “Basic object mapper for simple model view. View model property mapping.” And I have a feeling that you have some opinions about this, having one of… A very popular NuGet package for ‘.NET’ AutoMapper. And it’s been quite successful. And this, to me, it looks like it may step on your toes a little bit. So I wanted to get you to talk about kinda where you’re at and how this affects you. But before we get started, why don’t you give everybody a quick introduction of who you are and what you do, Jimmy?

01:56 JB: Okay. I guess I really write code for customers for a living. I work at a consulting company called Headspring out of Austin, Texas. And nearly all of the open-source stuff I work on, is just stuff that I build to help my clients. It’s just tools I wanted to keep using, and using, and using as we go from client to client. And so, almost everything that I write and use these days with open-source is stuff I’m actually using on client projects, that I don’t wanna lose when I go to the next client.

02:33 EC: And you have this tool called AutoMapper, which is an object mapping tool. Why don’t we give everybody a quick elevator pitch. What is an object mapper?

02:46 JB: Well, the basic idea is I have two objects that look pretty similar, and my general use case was I’m building web applications in ASP.NET MVC, typically. And I have a rich domain model that’s bound to the database in some way or another, usually with an ORM, like in any framework. But then, I had this other thing I’m using to show information on the web, either for showing forms, or also posting data from the web. And you have this general problem, and that’s your backend object is generally very rich and behavioral, and has a lot of things associated with it, but the thing you’re coming in from the web, is generally not. And you typically don’t wanna mix those two things together. So about… Gosh, eight or nine years ago, I saw this issue of when we’re starting out MVC, that we wanted to have these DTOs that we use for the MVC side and have these rich backend objects. But what would be the mechanism that we copy that information from the rich backend objects to the frontend dumb DTO objects? And I didn’t wanna do that all by hand, and I looked around, and saw there really wasn’t anything that did it for you automatically. And so, I created AutoMapper as a way to automatically figure out how to copy information from one object to the other.

04:12 JB: Probably a stupid idea. That didn’t seem that complicated, but there were a few things that I wanted to have out of the box that would help us out. One of the big ones was flattening, so if you have “foo.bar.baz” on your destination object, you could just have a single property, “foo, bar, baz.” And it would automatically traverse those associations, and figure out how to flatten that object for you. It handled nulls as well. If foo was null or bar was null, it’d be able to handle that as well. And the other big thing that I wanted to do, was make sure we could test it as well. So if I misspelled something or removed a property, I could just have one line of… Just check all my configuration is valid, and all the names match up, and there’s nothing missing. And if there is, go in exception, so it’s really easy for us to test, to say, “Make sure all my mappings are good.”

Find out more at http://developer.telerik.com/content-types/podcast/automapper-net-core/

Developer Digest

Automapper for .NET Core

Eat Sleep Code is the Official Telerik Podcast (Telerik by Progress). On Eat Sleep Code you'll hear from industry pros and developers just like you. Topics include all things software development and upcoming tech.

Progress believes in giving back to the developer community and we do this by writing, speaking and staying in touch with the software development community.

Automapper for .NET Core

Eat Sleep Code Podcast

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