David Morton: What is a Data Scientist - Episode 323

Azure & DevOps Podcast

Player FM - Internet Radio Done Right

הוסף לפני one שנה

תוכן מסופק על ידי Jeffrey Palermo. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Jeffrey Palermo או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

Silver Linings with The Old Gays

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Our Chosen Family: "The gay community is much bolder today." 33:19

לפני 18 ימים33:19

הפעל מאוחר יותר

רשימות

לייק

אהבתי

33:19

What’s the secret to lasting friendships? How does queer community show up through the ebbs and flows of life? And what’s the REAL story behind the “YMCA” song? In the first episode of Silver Linings, The Old Gays dive into an essential part of queer life: chosen family. They discuss the vital love, support, and sense of belonging that community provides, especially during life's toughest moments. They open up about what “queer” means to them, how chosen family has impacted their lives, and how to maintain close bonds over time–including their love for each other! “We’ve come a long way, baby.” Family isn’t just what you’re born with; it’s the people who show up, shape you, and stick around. See omnystudio.com/listener for privacy information.…

לפני שנה 49:52

MP3•בית הפרקים

Topics of Discussion:

[2:41] David Morton’s background and early Career.

[5:30] What is a data scientist?

[7:35] Data Science vs. Software Engineering.

[12:08] Hypothesis Testing and Model Building.

[12:49] David explains the concept of a model in data science, using the metaphor of how a grandmother thinks about someone.

[13:04] How models are mathematical representations of the real world, used for prediction and analysis.

[15:06] Data science models vs. a GPT model.

[18:08] The importance of using the right tool for the job.

[26:10] The operational side of data science and the role of machine learning.

[35:56] Practical examples of Data Science applications.

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 — Available on Amazon!

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

David Morton LinkedIn

David Morton GitHub

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.

351 פרקים

#Tech #News #Tech News #Jeffrey Palermo #Azure #Azureartifacts #Azureboards #Azuredevops #Azuredevopsserver #Azuredevopsservices #Azurepipelines #Azurerepos #Azuretestplans #Continuousdelivery #Continuousintegration #Microsoft #Vsts #Cloud IT #DevOps

David Morton: What is a Data Scientist - Episode 323

Azure & DevOps Podcast

published לפני שנה

שתפו

MP3•בית הפרקים

Topics of Discussion:

[2:41] David Morton’s background and early Career.

[5:30] What is a data scientist?

[7:35] Data Science vs. Software Engineering.

[12:08] Hypothesis Testing and Model Building.

[12:49] David explains the concept of a model in data science, using the metaphor of how a grandmother thinks about someone.

[13:04] How models are mathematical representations of the real world, used for prediction and analysis.

[15:06] Data science models vs. a GPT model.

[18:08] The importance of using the right tool for the job.

[26:10] The operational side of data science and the role of machine learning.

[35:56] Practical examples of Data Science applications.

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 — Available on Amazon!

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

David Morton LinkedIn

David Morton GitHub

Want to Learn More?

Visit AzureDevOps.Show for show notes and additional episodes.

351 פרקים

כל הפרקים

1
Scott Hunter: AI-driven development - Episode 351 40:22

לפני 5 ימים40:22

40:22

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? Visit AzureDevOps.Show for show notes and additional episodes.…

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Scott Forsyth: How Kitchen Copilot uses AI - Episode 350 36:08

לפני 12 ימים36:08

36:08

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.…

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David Lykken: AI in Executive Strategy - Episode 349 33:40

לפני 19 ימים33:40

33:40

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.…

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Jeff Sutherland: The History of Agile - Episode 348 37:27

לפני 26 ימים37:27

37:27

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.…

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Adrienne Braganza Tacke: Code Review Patterns & Principles - Episode 347 39:16

לפני 5 weeks39:16

39:16

Adrienne Braganza Tacke is an accomplished author and software engineer with a passion for educating others about software development. Choosing a path distinct from the expected trajectory of nursing, she pursued a degree in management information systems at the University of Nevada, Las Vegas. Over the course of nearly eight years in the field, she has contributed her expertise across multiple industries, including healthcare and higher education. Currently, she serves as a software development engineer at DebtTrader, where she embraces the challenge of modernizing fintech workflows traditionally dependent on spreadsheets. Beyond her professional work, Adrienne is an international speaker, instructor, and dedicated advocate for STEM education. Her first book, Coding for Kids: Python, has consistently ranked among the top-selling children's programming books on Amazon. She frequently visits schools to inspire students with insights into software engineering and the transformative power of coding. When she’s not engaging with young aspiring developers, she speaks at tech conferences throughout the U.S. and Europe. Follow her on Twitter and Instagram (@AdrienneTacke) to stay updated on her latest endeavors. Topics of Discussion: [3:20] Adrienne’s journey and the happy accidents and formative moments that led her to working in this field. [5:46] What does a developer advocate do? [7:04] Adrienne started teaching in 2017, when tech influencers were starting to become more popular. [9:02] There is no one-size-fits-all about the code review process, and what it looks like will be different for every team. [11:19] The price of ineffective communication. [15:30] The power of fixing things during development and before the code review. [19:10] Adrienne gives a few real-life examples of time wasters in code reviews. [22:08] More about Adrienne’s book, Looks Good to Me: Constructive Code Reviews , and how it can help streamline and save time. [23:44] Like Adrienne’s chapter title, if you can automate it — do it. [26:51] There are still errors that won’t be caught by static analysis. [30:46] Some tips to remember when using AI, like making sure your titles are descriptive. [36:17] Maybe an “auto-polite” button is coming soon? We wish. 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 Looks Good to Me: Constructive Code Reviews CodeRabbit OFFER: First listener to use the code gets a free copy of the book: "braganza-FBEE"Instructions: 1. Go to book link ( https://www.manning.com/books/looks-good-to-me ) 2. Follow purchase process 3. Apply coupon (braganza-FBEE) at checkout Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.…

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April Yoho: GitHub in 2025 - Episode 346 37:56

לפני 6 weeks37:56

37:56

April is a senior developer advocate and DevOps practice lead for GitHub, specializing in application transformation and DevOps ways of working. Her focus is working on Microsoft Azure to take customers on a journey from legacy technology to serverless and containers, where code comes first, while enabling them to take full advantage of DevOps. April was previously a cloud consultant and solution architect for various partners in the UK and brings her years of experience in helping customers plan their journey. She also serves as a Hashicorp Ambassador, dedicating much of her time to working with infrastructure as code (IaC). She enjoys making Azure and its features more accessible. Her technical expertise includes PowerShell, Golang, and occasionally TypeScript and C#. In her free time, April enjoys outdoor activities such as hiking, skiing, and scuba diving. Additionally, she is a triathlete who competes in Ironman and Half Ironman events. Topics of Discussion: [1:57] April’s career journey — from U.S. data center outages and 72-hour shifts to discovering cloud and automation after relocating to the U.K. [3:53] How an early Azure migration in 2013 ignited her passion for infrastructure as code and DevOps. [5:33] GitHub’s evolution into a full end-to-end enterprise platform, with a major focus on security, scalability, and developer productivity. [6:51] Code Spaces: VS Code in the cloud with 60 hours free per user — solving compute and environment parity issues across teams. [10:00] GitHub’s internal use of Code Spaces: every GitHub employee (aka “Hubber”) uses it to work on the github.com codebase. [12:29] Code Spaces’ advantages in lab and hackathon settings, including speed, security, and reliability. [13:55] Breakdown of GitHub Copilot’s flavors: chat, inline suggestions, edits, pull request reviews, and agentic AI. [17:12] Real-world uses of Copilot Edits: generating documentation, writing tests, and making cohesive multi-file changes. [20:00] GitHub’s goal of enabling the “10x developer,” not just in speed but in quality, consistency, and creativity. [25:00] How AI tooling is changing how we think about architecture, code reuse, and shrinking monoliths into modular libraries. [30:00] Prompting strategies: how different cultures and languages impact the way developers interact with AI tools. [32:47] GitHub Workspaces: start from requirements, generate a plan, and get a head start on writing and converting code. [35:00] April’s belief that AI-driven development is already here, and edits are one of the best ways to experience that transformation now. 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 .Net Aspire and Data API builder with the Community April on GitHub April on LinkedIn April on X Universe 2024: GitHub Embraces Developer Choice with Multi-Model Copilot, New App Tool GitHub Spark, and AI-Native Developer Experience CoPilot Workspace GitHub Spark Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.…

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Jerry Nixon: .NET Aspire and Databases - Episode 345 50:35

לפני 7 weeks50:35

50:35

Jerry Nixon is a Principal Program Manager on the SQL Server team focused on the Data API builder. He’s also a fanatic for #CSharp, #StarTrek, and Etymology. He also serves as a professor at Colorado Christian University. Topics of Discussion: [3:34] Why Jerry describes his life as a pearl necklace. [5:15] Jerry recommends the book Never Eat Alone and the importance of community. [6:01] How engineers and parenting are aligned. [7:02] Jerry reflects on Microsoft’s history of evangelism, the rise of “opinionated” frameworks, and how .NET Aspire revives a form of proven prescriptive guidance. [9:35] Prescriptive guidance. [12:03] The inevitable evolution of .NET Aspire and how it simplifies container-based development by handling orchestration behind the scenes. [16:56] Paying more attention and awareness to the developer community. [18:30] How GraphQL fits into the Data API Builder experience, giving developers flexibility without needing to write complex backends. [21:40] Jerry talks about community feedback on Data API Builder and how real-world use cases help prioritize features and fix gaps in tooling. [31:02] Jerry’s perspective on building container-based solutions. [32:15] Data API Builder’s community involvement and upcoming features. [36:15] Docker Desktop. [38:58] The architectural concept of Data API Builder. [44:42] C# coding conventions at Microsoft and the friendly battles over things like naming, underscores, and formatting styles across internal teams. 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 .Net Aspire and Data API builder with the Community Jerry on LinkedIn Jerry Nixon Github Colorado Christian University Data API builder for Azure Databases samples Common C# code conventions What is Data API Builder? Quickstart: Use Data API builder with SQL Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.…

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Stephen Toub: AI in .NET - Episode 344 37:31

לפני 8 weeks37:31

37:31

Stephen Toub is a Partner Software Engineer at Microsoft. Stephen has been at Microsoft for almost 24 years and has done it all. If it has to do with .NET, he’s been in it. And today, he looks after all the .NET libraries making sure .NET continues to be the fastest platform on the planet. He ran the MSDN Magazine before it morphed into the docs and blogs of today. He was a leader in the concurrency and async and parallel programming developments, and now he’s turned his attention to pushing the AI envelope with .NET. Topics of Discussion: [4:37] Stephen morphed a few of his many interests into the role he has today. [6:04] How moments like the push for parallel computing, the open-sourcing of .NET, cross-platform support, and performance goals shaped Steven’s current focus. [7:37] Steven highlights the two major AI tracks: (1) AI-augmented tools that improve developer productivity, and (2) building AI capabilities into applications themselves. [10:37] The future of user interfaces. [12:43] Why “agents” are basically advanced actor-based systems empowered by large language models and tool calling, enabling reasoning and orchestration beyond simple Q&A. [23:22] Model context protocol. [24:08] A paradigm shift in system integration. [30:24] How Stephen and the .NET libraries team factor out common AI abstractions for the ecosystem, so that different frameworks (Semantic Kernel, Onnx Runtime, Olama, etc.) can interoperate. [32:15] Steven gives examples of how minimal C# code, combined with locally hosted LLMs or cloud endpoints, can solve real tasks. 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 Stephen on GitHub Stephen on LinkedIn Demystifying Retrieval Augmented Generation with .NET Suno csharp-sdk Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.…

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Bruno Capuano: AI Developer Training in .NET - Episode 343 38:23

לפני 9 weeks38:23

38:23

Bruno Capuano is a Principal Cloud Advocate at Microsoft where he empowers teams to build AI solutions with Azure using programming languages like C#, Python, and C++. His approach is to solve complex problems with minimal effort, delivering simple and efficient solutions in today’s fast-paced AI landscape. Bruno has led innovation in teams at Avanade across Canada and Europe, transforming cutting-edge technologies into practical business solutions. He is passionate about working with teams, helping them grow, achieve high productivity, and foster collaborative, positive environments. As an international speaker, he advocates for making AI accessible to everyone, empowering teams and organizations to harness its transformative potential. Outside of tech, he is a runner, a lifelong learner, and always looking for his next challenge—whether it’s mastering new skills or tackling a marathon. Topics of Discussion: [5:08] Bruno explains how his passion for learning and community engagement led him to a role where he could dedicate himself to education and advocacy. [7:17] Why data scientists and new AI tools often favor Python first, and how Bruno and his team work to ensure .NET developers also have immediate access to modern AI capabilities. [10:31] The progression of getting developers into AI. [11:20] Starting with familiar tools like Notepad. [13:39] The “must have’s” for developers who want to start writing AI code. [17:20] The benefit of GitHub models. [23:47] Vector Databases & Retrieval-Augmented Generation (RAG). [25:17] How vector databases store information using numerical representations and enable semantic search. [31:25] Bruno highlights how AI “skills” or “functions” can call external APIs to fetch real-time data. 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 Bruno LinkedIn Generative AI for Beginners Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.…

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Per Kops: Architecture of Ollama and Local LLMs - Episode 342 35:44

לפני 10 weeks35:44

35:44

Per is an experienced software architect and developer with more than 19 years of experience in designing, developing, and testing software. He is currently serving as a Distinguished software developer at Delegate, a Microsoft Partner in Denmark. Topics of Discussion: [3:02] More about Per’s background in nearly two decades in .NET and Azure consulting. [6:11] The concept of a boutique consultant. [7:00] Founding ATC-Net to share common .NET libraries and avoid duplicative coding. [10:02] Building trust with customers by open-sourcing “generic” components. [11:50] Creating a connector to run Olama (local LLMs) with Semantic Kernel. [20:08] Why Per “fell in love” with Semantic Kernel’s abstraction layers and extension possibilities. [21:44] The role of vector stores (like Azure Cognitive Search) in retrieval-augmented generation. [24:33] What do we mean by “vector” in the AI space? [26:39] What is a “text chunker”? [31:43] Azure AI search. [34:07] Finding the right tool for the right task. 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 atc-net GitHub Per Kops LinkedIn Per Kops GitHub Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.…

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Patrick Escarcega: Software Engineering Principles - Episode 341 32:22

לפני 11 weeks32:22

32:22

Patrick Escarcega is the Chief Technology Officer (CTO) at Meserow Design, a company known for its excellence in developing and maintaining custom software solutions. His background is in software engineering and has been leading software teams for many years. His technical focus has been on Microsoft development and cloud technologies. Topics of Discussion: [3:30] Patrick recalls the moment he transitioned from individual software developer to leading teams, highlighting the importance of understanding how software adds business value beyond just code. [5:00] Patrick describes the joy he rediscovered in coding when starting his own company, emphasizing the delicate balance between hands-on coding and leadership responsibilities. [7:50] The head chef and food scientist analogy. [9:26] The importance of creating a safe environment, a “pit of success,” so developers can naturally follow best practices without feeling constrained. [10:36] Why readable, maintainable code is crucial, especially for senior leaders whose time is spent reading code more than writing it. [13:27] Comparing software engineering creativity to building an engine from “invisible Lego bricks," emphasizes the hidden creativity involved in engineering solutions. [15:08] The importance of leaders giving developers space and freedom to craft innovative solutions, rather than overly prescribing methodologies. [17:00] Running integration tests. [20:41] Accessibility and WCAG compliance explained: Why accessibility should be an integral part of software development and testing workflows. [23:14] EqualWeb accessibility checker and Chrome browser extension. [25:02] Practical everyday use of AI in software development, especially GitHub Copilot, and why developers should embrace AI tools regularly to remain productive and competitive. [31:10] Patrick encourages developers to embrace AI and keep learning, emphasizing that continuous adaptation will keep careers vibrant over the next decade. 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 Patrick Escarcega Meserow Design Engineering Practices for LLM Application Development Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.…

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Daniel Roth: .NET 10 Preview 1 - Episode 340 40:02

לפני 12 weeks40:02

40:02

Daniel Roth is a Principal Product Manager on the ASP.NET team working on ASP.NET Core, Blazor, and other web features. He has previously worked on various parts of .NET, including System.Net, WCF, XAML, and ASP.NET . His passions include building frameworks for modern Web frameworks that are simple and easy to use. Topics of Discussion: [3:15] Daniel shares his journey from back-end services to front-end development and his role in making .NET open-source and cross-platform. [6:10] Blazor and its impact on development. [8:32] A few of the strengths we get with .NET. [9:24] .NET 9 and performance improvements. [12:45] .NET 10 Preview 1 and new features. [17:32] Architectural guidance for Blazor applications. [30:17] The importance of handling state persistence to avoid memory bloat and security issues. [32:32] Observability and telemetry in Blazor. [36:28] Is the nature of the UI web user interface changing as we integrate AI technology and large language models and agents? [37:12] Integration of AI and Generative AI in Blazor. [37:38] The new Microsoft Extensions AI library for interfacing with chat services in .NET applications. 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 Ep 274 with Daniel Roth Daniel Roth LinkedIn What's New for ASP.NET Core Blazor in .NET9 Daniel Roth — Author in .NET Blog Performance Improvements in .NET9 .NET Preview 1 is now available! ASP.NET Core in .NET 10 Preview 1 — Release Notes ASP.NET Core Roadmap for .NET 10 #59443 Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.…

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Dustin Campbell: C# 13 - Episode 339 38:59

לפני 13 weeks38:59

38:59

Dustin is a Principal Software Engineer at Microsoft. He works on enhancing .NET tooling and contributing to the design of the next version of C# as part of the language design team. Prior to his current role, he spent several years working as a program manager on Project Roslyn. He also contributed in a strong way to the Razor UI framework. He recently presented a session at .NET Conf 2024 on What's new in C# 13. Topics of Discussion: [4:04] Fun fact: Dustin has a jazz guitar performance degree! [3:39] The unique appeal of C#. [5:06] Evolution of C# and its features. [10:48] Impact of Async and Await on C#. [13:17] The compatibility of C# 13 with older .NET versions, specifically .NET 8. [15:04] How developers can leverage the latest C# features while still targeting older .NET frameworks, and the challenges associated with runtime support for new language capabilities. [17:04] Hacking the C# compiler. [17:28] The evolution of records from their initial introduction to the added features. [18:46] Records vs. Classes in C#. [22:51] AI’s influence on developer productivity. [25:46] The future of AI developer tools. [33:26] The need for better support for testing with large language models and other AI-driven dependencies. 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 The Five Pillars: Leadership For Effective Custom Software , by Jeffrey Palermo Jeffrey Palermo’s Twitter — Follow to stay informed about future events! Dustin Campbell on LinkedIn .NET Conf 2024: What’s New in C#13 Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.…

לפני 45 weeks35:35

35:35

Craig Loewen has had a love for technology ever since he was a child and has grown passionate about building things that empower people. From constructing his own quadcopter for photography to delivering developer tools that aid developers in driving technological innovation, he has done it all. As a product manager at Microsoft, he is responsible for the Windows Subsystem for Linux (WSL), a developer tool used by over 3 million developers and IT professionals. He defines the product vision and prioritizes the feature roadmap based on customer data, technical feedback, and market studies. On the personal side, he volunteers as a mentor at First Robotics, teaching high school students how to build robots and fostering a passion for STEM. Topics of Discussion: [3:52] Craig’s career journey, starting as an intern working on Windows console and WSL features. [5:18] Common use cases for WSL — allowing developers to use Linux tools while staying on Windows. [7:43] How to get started with WSL. [8:59] Does Craig have any favorite Linux programs? [10:05] New Dev Home feature for managing WSL distros with a graphical interface. [11:36] How WSL works using virtualization technology. [13:35] Memory management in WSL — typical usage and automatic optimization. [15:22 WSL is designed primarily for development scenarios, not production environments. [20:33] Integration of local AI and small language models with WSL using VS Code AI Toolkit. [23:37] Using small language models for various tasks, including issue labeling and search functionality. [27:35] Intro to Sudo for Windows, bringing Linux-like elevated permissions to Windows commands. [28:39] What exactly is Sudo? [32:39] New enterprise features for WSL, including security controls and integration with Microsoft Defender. 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 — Available on Amazon! Jeffrey Palermo’s Twitter — Follow to stay informed about future events! Craig Loewen What is the Windows Subsystem for Linux Windows Subsystem for Linux, Your Enterprise Ready Multitool Zero to Hero — Develop your first app with Local LLMs on Windows Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.…

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