Scott Hunter: AI-driven development - Episode 351

Scott is the Vice President of Product for Azure Developer Experience. He builds all the .NET tools for Azure.

Topics of Discussion:

[1:49] Scott's Microsoft journey and .NET evolution.

[3:39] AI's transformative impact on software development.

[6:08] Using ChatGPT and Deep Research.

[8:41] Software Engineering Agent (Padawan).

[11:20] Model Context Protocol (MCP).

[11:51] GitHub workflow for agent-driven development.

[15:53] Handling repetitive or non-fun development tasks.

[19:41] How AI will bring back the tech for us.

[21:15] Azure Spring Apps and modernization tools.

[23:39] The Site Reliability Engineering (SRE) Agent, which helps monitor and manage cloud applications, reducing pager hits and automating common tasks.

[29:02] Reducing developer toil so there's more time to do what they want to do.

[31:22] The future organizational philosophy shift that may happen, while Scott reminds us that for the time being, you are still the operator and still in control.

[33:37] The development of prompt libraries in tools like Visual Studio Code and Visual Studio to help developers create detailed prompts.

[38:18] Scott emphasizes the importance of continuous feedback from developers to improve AI tools and make them more effective.

Mentioned in this Episode:

Clear Measure Way

Architect Forum

Software Engineer Forum

Programming with Palermo — New Video Podcast! Email us at programming@palermo.net.

Clear Measure, Inc. (Sponsor)

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

Scott Hunter: Microsoft's Azure & .NET Strategy- Episode 211

Scott Hunter: .NET8 - Episode 272

scott.hunter@microsoft.com

Want to Learn More?

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Scott Forsyth: How Kitchen Copilot uses AI - Episode 350

Scott has spent over 25 years in the IT field, working in disciplines such as systems architecture, software development, team growth, and entrepreneurship. He was a Microsoft MVP for 12 years in ASP.NET and IIS. He's co-authored two books (IIS 7 and IIS 8 Professional), is a Pluralsight author, and has spoken at various conferences, code camps, and user groups. He's now shifted into the AI space, building AI solutions and supporting others in their AI journey. Scott co-founded a new startup, Kitchen Copilot, using all the new GenAI tech to help people cook more at home and eat healthier.

Topics of Discussion:

[1:34] Scott's career journey and how Kitchen Copilot originated.

[7:27] More about Kitchen Copilot's features.

[9:35] How Kitchen helps with meal planning and recipe discovery for all levels of at-home chefs.

[13:17] The technical process of importing recipes.

[15:58] Using Microsoft Document intelligence to read handwriting and take screenshots of cookbook recipes.

[17:13] Deployed pieces of the application.

[20:43] E-mail import and queuing system.

[23:32] Choice of LLM models including Groq.

[29:37] Automated testing approach for LLM-based applications.

[31:36] Hosting details.

Mentioned in this Episode:

Clear Measure Way

Architect Forum

Software Engineer Forum

Programming with Palermo — New Video Podcast! Email us at programming@palermo.net.

Clear Measure, Inc. (Sponsor)

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

Flowise

Attention is all you need

Kitchen Copilot

Make

Perplexity

Claude

Groq

About Groq

Scott on LinkedIn

Kitchen Copilot AI Generator

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.


Download this episode (MP3, 36:08, 35.6 MB)

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David Lykken: AI in Executive Strategy - Episode 349

David Lykken, a 51-year veteran of the mortgage industry, is the Founder, President & Chief Transformational Officer of Transformational Mortgage Solutions (TMS). With decades of expertise, Lykken and his team of industry veterans are revolutionizing the way mortgage professionals conduct business through consulting, executive coaching, and strategic communications.

Recognized as a leading voice in the mortgage sector, he has been a frequent guest on FOX Business News, as well as making appearances on CNBC & CBS Evening News, where he shares invaluable insights on market trends and industry developments.

Mr. Lykken is also the host of the widely acclaimed weekly Lykken on Lending podcast, heard every Monday at 1 PM ET. Additionally, he leads the Lykken On Leadership podcast, where he provides leadership strategies tailored to the mortgage and housing industries.

Beyond his work in podcasting, Mr. Lykken extends his reach into television, hosting two TV shows: Your Home Business and Your Home Coast to Coast, both airing on Your Home TV. His multifaceted career reflects a deep commitment to educating and empowering professionals in an ever-evolving industry.

Topics of Discussion:

[4:50] David's early career challenges with dyslexia.

[5:55] Learning about virtual assistants.

[7:38] Current AI Tools and Usage, including large language models, Blockchain, and private GPT.

[9:57] Twin protocol and AI avatars.

[13:02] AI in Recruiting and Communication, introducing ELO GPT tool for automated outbound calling and personalized recruitment strategies.

[19:27] AI Mistakes and Challenges, discussing the importance of training AI tools and avoiding generic, potentially inaccurate content.

[24:10] Evolution of business assistance, comparing current AI tools to previous technological shifts like typewriters and word processors.

[26:52] The continued importance of human relationships in business, emphasizing that AI cannot fully replace human empathy and connection.

[31:10] The future of AI, predicting increased productivity and scalability for businesses through AI technologies.

Mentioned in this Episode:

Clear Measure Way

Architect Forum

Software Engineer Forum

Programming with Palermo — New Video Podcast! Email us at programming@palermo.net.

Clear Measure, Inc. (Sponsor)

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

David Lykken LinkedIn

Transformational Mortgage Solutions

Lykken on Lending

YHBTV with David Lykken

Your Home Coast to Coast TV

The Coming Wave: AI, Power, and Our Future, by Mustafa Suleyman and Michael Bhaskar

Twin Protocol (AI) tool

ELO GPT

ElevenLabs

Perplexity

Vibe Coding

Opus Clip

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.


Download this episode (MP3, 33:40, 33.2 MB)

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This episode on the AI DevOps Podcast site

Jeff Sutherland: The History of Agile - Episode 348

Jeff is the co-creator of Scrum and a leading expert on how the Scrum framework has evolved to meet the needs of today's business. The framework he developed in 1993 and formalized in 1995 with Ken Schwaber has since been adopted by the vast majority of software development companies around the world. However, Jeff realized that the benefits of Scrum are not limited to software and product development. He has adapted this successful strategy for several other industries, including finance, healthcare, higher education, and telecom.

As the CEO of Scrum Inc. Jeff sets the vision for success with Scrum. He continues to share best practices with organizations around the globe and has written extensively on Scrum rules and methods. With a deep understanding of business process — gleaned from years as CTO/CEO of eleven different software companies — Jeff is able to describe the high-level organizational benefits of Scrum and what it takes to create hyperproductive teams.

Topics of Discussion:

[:35] Introduction of Jeff Sutherland, co-creator of Scrum.

[3:47] Jeff Sutherland's background: His experience at West Point and lessons in making work visible.

[5:19] Fighter pilot experiences that influenced the operational side of Scrum.

[6:02] Transition to the Air Force Academy and work in AI at Stanford.

[7:38] Learning complex adaptive systems and the origin of Agile from complex systems theory.

[8:30] How complex systems theory impacts Scrum and Agile teams today.

[9:25] Jeff's first experiences applying Scrum in the banking industry.

[11:25] The development of Scrum and the 2001 Agile Manifesto.

[12:57] Making work visible and organizing teams, from West Point to Toyota to the Agile Manifesto.

[13:23] Fast forward to 2024: Issues in Scrum and Agile practices, including sprint lengths and backlog grooming.

[14:34] Jeff's new book: First Principles in Scrum and its relation to Scrum technology stacks.

[16:23] Building autonomous systems: Lessons from radiation physics, AI, and complex adaptive systems.

[19:16] The influence of autonomous robots on the creation of Scrum.

[21:14] Discussion of Scrum and AI, leading to "Extreme Agile."

[22:47] Predictions for the future of Scrum and Agile: Teams becoming 30 to 100 times faster by 2030.

[23:37] Example of AI in action: Developing a system to handle expense reports using Scrum principles.

[29:37] Challenges with AI-generated code and the need for strong software architecture knowledge.

[33:24] The importance of following Scrum "by the book" to achieve hyperproductivity.

[35:30] Jeff's closing advice on adapting to extreme agile to stay competitive by 2030.

Mentioned in this Episode:

Clear Measure Way

Architect Forum

Software Engineer Forum

Programming with Palermo — New Video Podcast! Email us at programming@palermo.net.

Clear Measure, Inc. (Sponsor)

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

"How the Agile Manifesto Came To Be"

Become a beta tester for Jeff Sutherland's AI software project for expense reports: support@quickaireports.com

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.


Download this episode (MP3, 37:27, 36.8 MB)

Watch this episode on YouTube

This episode on the AI DevOps Podcast site