AI DevOps Podcast

Chris Ayers is a Senior Site Reliability Engineer on Microsoft's AzRel Risk SRE team, drawing on years of experience in cloud architecture, software development, and DevOps practices. He's passionate about continuous improvement, driving reliability, and sharing industry best practices. Outside of work, Chris is a devoted father, technology enthusiast, and avid gamer. Connect with him online to explore insights into cloud operations, agile methodologies, and more. He also organizes DevOpsDays Tampa Bay.

Topics of Discussion:

[2:50] Chris Ayers's career journey and formative moments in site reliability engineering.

[3:33] The importance of being open to learning and stepping outside your comfort zone.

[8:53] Chris's talk on Aspire, Azure, and Open AI.

[9:30] How Chris is improving Azure's reliability through internal innovation.

[10:16] Benefits of Aspire: orchestration, integration, and abstraction for infrastructure.

[12:29] AI extensions in Aspire: how they enable developers to work with different AI models like OpenAI and local models.

[14:09] Using OpenTelemetry for seamless integration and monitoring in Azure.

[18:38] Prompt engineering: crafting prompts as part of business logic.

[20:50] Exploring agentic AI development and multi-agent chatbots.

[21:05] AI use cases in healthcare and responsible AI principles.

[29:22] Simplifying Azure resource management with Aspire and opinionated defaults.

[32:35] Using Honeycomb and other tools for effective telemetry and logging.

[33:39] Hugging Face and KAITO: enabling access to a marketplace of specialized AI models and Kubernetes AI integration.

[34:10] Running Olama models locally: balancing scale, cost, and use cases.

[39:38] AI as a tool to enhance productivity rather than replace people.

Mentioned in this Episode:

Clear Measure Way

Architect Forum

Software Engineer Forum

Programming with Palermo — New Video Podcast! Email us at [email protected].

Clear Measure, Inc. (Sponsor)

.NET DevOps for Azure: A Developer's Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon!

Jeffrey Palermo's Twitter — Follow to stay informed about future events!

Chris Ayers Speaking

Chris Ayers Speaker Profile

Build with Aspire

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.

Chris Ayers is a Senior Site Reliability Engineer on Microsoft's AzRel Risk SRE team, drawing on years of experience in cloud architecture, software development, and DevOps practices. He's passionate about continuous improvement, driving reliability, and sharing industry best practices. Outside of work, Chris is a devoted father, technology enthusiast, and avid gamer. Connect with him online to explore insights into cloud operations, agile methodologies, and more. He also organizes DevOpsDays Tampa Bay.

Topics of Discussion:

[2:50] Chris Ayers's career journey and formative moments in site reliability engineering.

[3:33] The importance of being open to learning and stepping outside your comfort zone.

[8:53] Chris's talk on Aspire, Azure, and Open AI.

[9:30] How Chris is improving Azure's reliability through internal innovation.

[10:16] Benefits of Aspire: orchestration, integration, and abstraction for infrastructure.

[12:29] AI extensions in Aspire: how they enable developers to work with different AI models like OpenAI and local models.

[14:09] Using OpenTelemetry for seamless integration and monitoring in Azure.

[18:38] Prompt engineering: crafting prompts as part of business logic.

[20:50] Exploring agentic AI development and multi-agent chatbots.

[21:05] AI use cases in healthcare and responsible AI principles.

[29:22] Simplifying Azure resource management with Aspire and opinionated defaults.

[32:35] Using Honeycomb and other tools for effective telemetry and logging.

[33:39] Hugging Face and KAITO: enabling access to a marketplace of specialized AI models and Kubernetes AI integration.

[34:10] Running Olama models locally: balancing scale, cost, and use cases.

[39:38] AI as a tool to enhance productivity rather than replace people.

Mentioned in this Episode:

Clear Measure Way

Architect Forum

Software Engineer Forum

Programming with Palermo — New Video Podcast! Email us at [email protected].

Clear Measure, Inc. (Sponsor)

.NET DevOps for Azure: A Developer's Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon!

Jeffrey Palermo's Twitter — Follow to stay informed about future events!

Chris Ayers Speaking

Chris Ayers Speaker Profile

Build with Aspire

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.

Scott Ambler helps people and teams adopt new ways of working (WoW) and evolve their ways of thinking (WoT), particularly around data warehousing and data quality. He is the creator of the Agile Modeling (AM) (AgileModeling.com) method and Agile Data (AD) (AgileData.org) methods. With Mark Lines, he co-created PMI's Disciplined Agile (DA) toolkit. As a conference keynote speaker, he speaks about continuous data warehousing (DW)/business intelligence (BI), how to address enterprise data debt, how to succeed at corporate AI, and agile architecture. He has also (co-)authored several books, including Choose Your WoW!, An Executive's Guide to Disciplined Agile, Refactoring Databases, and Agile Modeling. For a full list of his books, visit Scottambler.com/my-books/.

Topics of Discussion:

[4:29] Scott talks about his career journey.

[6:53] Scott's early involvement in Agile.

[8:34] Needing to up our game in the Agile space.

[8:55] Agile2025 Conference this summer in Denver, CO.

[11:20] Challenges and evolution within the Agile community.

[20:01] Are we going to have a new Agile gold rush?

[21:47] Keeping an eye out for inappropriate processes.

[25:38] How we can do better.

[28:17] The Agile Manifesto.

[35:03] Importance of database refactoring and continuous data operations.

[36:46] What best practices does Scott recommend?

Mentioned in this Episode:

Clear Measure Way

Architect Forum

Software Engineer Forum

Programming with Palermo — New Video Podcast! Email us at [email protected].

Clear Measure, Inc. (Sponsor)

.NET DevOps for Azure: A Developer's Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon!

Jeffrey Palermo's Twitter — Follow to stay informed about future events!

Scott Ambler

Scott Ambler LinkedIn

The Future of Agile Isn't Shit

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.

Scott Ambler helps people and teams adopt new ways of working (WoW) and evolve their ways of thinking (WoT), particularly around data warehousing and data quality. He is the creator of the Agile Modeling (AM) (AgileModeling.com) method and Agile Data (AD) (AgileData.org) methods. With Mark Lines, he co-created PMI's Disciplined Agile (DA) toolkit. As a conference keynote speaker, he speaks about continuous data warehousing (DW)/business intelligence (BI), how to address enterprise data debt, how to succeed at corporate AI, and agile architecture. He has also (co-)authored several books, including Choose Your WoW!, An Executive's Guide to Disciplined Agile, Refactoring Databases, and Agile Modeling. For a full list of his books, visit Scottambler.com/my-books/.

Topics of Discussion:

[4:29] Scott talks about his career journey.

[6:53] Scott's early involvement in Agile.

[8:34] Needing to up our game in the Agile space.

[8:55] Agile2025 Conference this summer in Denver, CO.

[11:20] Challenges and evolution within the Agile community.

[20:01] Are we going to have a new Agile gold rush?

[21:47] Keeping an eye out for inappropriate processes.

[25:38] How we can do better.

[28:17] The Agile Manifesto.

[35:03] Importance of database refactoring and continuous data operations.

[36:46] What best practices does Scott recommend?

Mentioned in this Episode:

Clear Measure Way

Architect Forum

Software Engineer Forum

Programming with Palermo — New Video Podcast! Email us at [email protected].

Clear Measure, Inc. (Sponsor)

.NET DevOps for Azure: A Developer's Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon!

Jeffrey Palermo's Twitter — Follow to stay informed about future events!

Scott Ambler

Scott Ambler LinkedIn

The Future of Agile Isn't Shit

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.

Ryan is an Advocate at Redgate focusing on PostgreSQL. Ryan has been working as a PostgreSQL advocate, developer, DBA, and product manager for over 20 years, primarily working with time-series data on PostgreSQL and the Microsoft Data Platform.

Ryan is a long-time DBA, starting with MySQL and Postgres in the late '90s. He spent more than 15 years working with SQL Server before returning to PostgreSQL full-time in 2018. He's at the top of his game when learning something new about the data platform or teaching others about the technology he loves.

Topics of Discussion:

[4:10] What made Ryan a database guy?

[6:11] CodeMash.

[6:58] Discovering the potential of SQL Server.

[12:02] The state of the database in 2025 and the things generalist developers should know.

[15:27] The challenge of interfacing between database types.

[19:57] Is Microsoft Fabric the future?

[22:44] Postgres for .NET developers.

[24:46] Nuances of migrating from SQL Server to Postgres.

[26:01] Postgres resources for data professionals.

[35:29] Postgres and its innovative edge.

[38:30] What is a vector database?

[39:45] The power of Postgres indexing.

Mentioned in this Episode:

Clear Measure Way

Architect Forum

Software Engineer Forum

Programming with Palermo — New Video Podcast! Email us at [email protected].

Clear Measure, Inc. (Sponsor)

.NET DevOps for Azure: A Developer's Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon!

Jeffrey Palermo's Twitter — Follow to stay informed about future events!

Ep 245 with Ryan Booz

Figuring Out Fabric

SQLGene Training

Introduction to PostgreSQL for the data professional. Kindle Edition

Postgres Playground

pgEdge

"Name Collision of the Year"

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.

Ryan is an Advocate at Redgate focusing on PostgreSQL. Ryan has been working as a PostgreSQL advocate, developer, DBA, and product manager for over 20 years, primarily working with time-series data on PostgreSQL and the Microsoft Data Platform.

Ryan is a long-time DBA, starting with MySQL and Postgres in the late '90s. He spent more than 15 years working with SQL Server before returning to PostgreSQL full-time in 2018. He's at the top of his game when learning something new about the data platform or teaching others about the technology he loves.

Topics of Discussion:

[4:10] What made Ryan a database guy?

[6:11] CodeMash.

[6:58] Discovering the potential of SQL Server.

[12:02] The state of the database in 2025 and the things generalist developers should know.

[15:27] The challenge of interfacing between database types.

[19:57] Is Microsoft Fabric the future?

[22:44] Postgres for .NET developers.

[24:46] Nuances of migrating from SQL Server to Postgres.

[26:01] Postgres resources for data professionals.

[35:29] Postgres and its innovative edge.

[38:30] What is a vector database?

[39:45] The power of Postgres indexing.

Mentioned in this Episode:

Clear Measure Way

Architect Forum

Software Engineer Forum

Programming with Palermo — New Video Podcast! Email us at [email protected].

Clear Measure, Inc. (Sponsor)

.NET DevOps for Azure: A Developer's Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon!

Jeffrey Palermo's Twitter — Follow to stay informed about future events!

Ep 245 with Ryan Booz

Figuring Out Fabric

SQLGene Training

Introduction to PostgreSQL for the data professional. Kindle Edition

Postgres Playground

pgEdge

"Name Collision of the Year"

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.

James Montemagno is a Principal Lead Program Manager for the Developer Community at Microsoft. He has been a .NET developer since 2005, working in a wide range of industries including game development, printer software, and web services. Prior to becoming a Principal Program Manager, James was a professional mobile developer and has been crafting apps since 2011 with Xamarin. In his spare time, he is most likely cycling around Seattle or guzzling gallons of coffee at a local coffee shop. He co-hosts the weekly development podcast Merge Conflict mergeconflict.fm.

Topics of Discussion:

[:36] Jeffrey introduces the concept of .NET Aspire and highlights its integration with Azure DevOps and .NET ecosystem tools.

[2:51] The evolution of .NET mobile and desktop development since 2005.

[4:45] An overview of .NET Aspire and its focus on simplifying app development and infrastructure orchestration.

[11:45] How .NET Aspire supports both local development and cloud deployment.

[16:24] Integrating DevOps automation for Azure deployments using bicep templates and Azure Developer CLI (azd).

[25:30] Generating infrastructure manifests and deploying them with Azure Developer CLI.

[32:51] Configuring Azure resources like Redis Cache for development and deployment scenarios.

[35:11] Simplifying cloud deployment for developers using Azure Container Apps.

[39:37] Polyglot support in .NET Aspire projects, allowing integration with Python, JavaScript, and more.

[44:50] Plans to integrate development tunnels to streamline mobile app testing.

Mentioned in this Episode:

Clear Measure Way

Architect Forum

Software Engineer Forum

Programming with Palermo — New Video Podcast! Email us at [email protected].

Clear Measure, Inc. (Sponsor)

.NET DevOps for Azure: A Developer's Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon!

Jeffrey Palermo's Twitter — Follow to stay informed about future events!

Ep 62 with James Montemagno

James Montemagno

James on YouTube

James Montemagno GitHub

James on DevOps

James on X

.NET Aspire Manifest plus + azd + Bicep == Mind Blown

Aspire Dashboard

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.

James Montemagno is a Principal Lead Program Manager for the Developer Community at Microsoft. He has been a .NET developer since 2005, working in a wide range of industries including game development, printer software, and web services. Prior to becoming a Principal Program Manager, James was a professional mobile developer and has been crafting apps since 2011 with Xamarin. In his spare time, he is most likely cycling around Seattle or guzzling gallons of coffee at a local coffee shop. He co-hosts the weekly development podcast Merge Conflict mergeconflict.fm.

Topics of Discussion:

[:36] Jeffrey introduces the concept of .NET Aspire and highlights its integration with Azure DevOps and .NET ecosystem tools.

[2:51] The evolution of .NET mobile and desktop development since 2005.

[4:45] An overview of .NET Aspire and its focus on simplifying app development and infrastructure orchestration.

[11:45] How .NET Aspire supports both local development and cloud deployment.

[16:24] Integrating DevOps automation for Azure deployments using bicep templates and Azure Developer CLI (azd).

[25:30] Generating infrastructure manifests and deploying them with Azure Developer CLI.

[32:51] Configuring Azure resources like Redis Cache for development and deployment scenarios.

[35:11] Simplifying cloud deployment for developers using Azure Container Apps.

[39:37] Polyglot support in .NET Aspire projects, allowing integration with Python, JavaScript, and more.

[44:50] Plans to integrate development tunnels to streamline mobile app testing.

Mentioned in this Episode:

Clear Measure Way

Architect Forum

Software Engineer Forum

Programming with Palermo — New Video Podcast! Email us at [email protected].

Clear Measure, Inc. (Sponsor)

.NET DevOps for Azure: A Developer's Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon!

Jeffrey Palermo's Twitter — Follow to stay informed about future events!

Ep 62 with James Montemagno

James Montemagno

James on YouTube

James Montemagno GitHub

James on DevOps

James on X

.NET Aspire Manifest plus + azd + Bicep == Mind Blown

Aspire Dashboard

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.

Brady Gaster is a Principal Program Manager on the .NET and Visual Studio team at Microsoft where he works on Orleans, SignalR, microservices, APIs, and integration with Azure service teams in hopes of making it exciting for developers who work on .NET apps to party in the cloud!

Topics of Discussion:

[6:27] Collaboration with Azure Developer CLI.

[8:08] The challenges of integrating ASP.NET Core with existing deployment methods like App Service.

[11:45] The main questions they heard at the panel.

[13:53] Deploying your dashboard to Azure Container apps.

[24:31] Aspire builds on .NET and everything you can do with .NET, you can keep doing.

[27:03] Tips for developing against Aspire resources.

[27:50] The future focuses on security.

[30:02] Optimizing your development environment around DevOps.

[34:28] How much is Kubernetes an actual dependency, or can normal .NET applications just use App Service and not be tied to Kubernetes?

[39:37] Brady's thoughts on the benefits of containers and the potential for easier alternatives in the future.

[44:06] AI doing a better job of suggesting the right code.

Mentioned in this Episode:

Clear Measure Way

Architect Forum

Software Engineer Forum

Programming with Palermo — New Video Podcast! Email us at [email protected].

Clear Measure, Inc. (Sponsor)

.NET DevOps for Azure: A Developer's Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon!

Jeffrey Palermo's Twitter — Follow to stay informed about future events!

"Building new (and retrofitting old) apps with .NET Aspire to streamline your development process"

Ep 295 with Brady Gaster

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.

Brady Gaster is a Principal Program Manager on the .NET and Visual Studio team at Microsoft where he works on Orleans, SignalR, microservices, APIs, and integration with Azure service teams in hopes of making it exciting for developers who work on .NET apps to party in the cloud!

Topics of Discussion:

[6:27] Collaboration with Azure Developer CLI.

[8:08] The challenges of integrating ASP.NET Core with existing deployment methods like App Service.

[11:45] The main questions they heard at the panel.

[13:53] Deploying your dashboard to Azure Container apps.

[24:31] Aspire builds on .NET and everything you can do with .NET, you can keep doing.

[27:03] Tips for developing against Aspire resources.

[27:50] The future focuses on security.

[30:02] Optimizing your development environment around DevOps.

[34:28] How much is Kubernetes an actual dependency, or can normal .NET applications just use App Service and not be tied to Kubernetes?

[39:37] Brady's thoughts on the benefits of containers and the potential for easier alternatives in the future.

[44:06] AI doing a better job of suggesting the right code.

Mentioned in this Episode:

Clear Measure Way

Architect Forum

Software Engineer Forum

Programming with Palermo — New Video Podcast! Email us at [email protected].

Clear Measure, Inc. (Sponsor)

.NET DevOps for Azure: A Developer's Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon!

Jeffrey Palermo's Twitter — Follow to stay informed about future events!

"Building new (and retrofitting old) apps with .NET Aspire to streamline your development process"

Ep 295 with Brady Gaster

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.