GitHub Copilot with Michelle Mannering
.NET Rocks!6 Okt 2022

GitHub Copilot with Michelle Mannering

GitHub Copilot is here! Are we all going to lose our jobs? While at NDC in Oslo, Carl and Richard talked to Michelle Mannering about how Copilot helps you write code - emphasis on help! Michelle explains that Copilot is able to take your explanations of what code needs to be written to find examples of that code for you to take advantage of. It's still up to you to break down the problem well enough, but you spend less time fussing with syntax. This is especially powerful when calling into unfamiliar APIs or coding in languages you have less experience with. The conversation dives into how the developer ecosystem continues to evolve with these new tools, so that we can do more faster!

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Architecture vs Code with Steve Smith

Architecture vs Code with Steve Smith

How do you balance architecture and code? Carl and Richard talk to Steve Smith about various architectural strategies and the swing back-and-forth against over-designing architecture and getting code written. Steve talks about how architecture changes depending on the size and number of teams, how the latest tools can help with architectural choices, and the challenge of effective refactoring when things need to change. Lots of great conversation!

8 Maj 53min

The Open Source Maintenance Fee with Rob Mensching

The Open Source Maintenance Fee with Rob Mensching

Open Source Maintainers are burning out or going commercial - how do we solve this? Carl and Richard chat with Rob Mensching about his work to create the open source maintenance fee through GitHub. Rob talks about the common problem of single maintainers getting buried under issues and demands of consumers for a project. Recognizing that most people cannot contribute to the project, a maintenance fee helps support the maintainer in a low friction way for everyone involved. Check out the links to get started!

1 Maj 1h 5min

AI for Government RFPs with Vishwas Lele

AI for Government RFPs with Vishwas Lele

How can a large language model help your organization answer government RFPs? Carl and Richard talk to Vishwas Lele about his startup pWin, as in proposal win. Vishwas talks about being a year into the startup and his deeper understanding of how AI technologies can augment skilled operators to produce better quality products in less time, including responding to RFPs. The conversation digs into tuning the LLM to focus on the data relevant to each section of the RFP so that the operator can interact with the tool and build better responses!

24 Apr 55min

Audio-Video in .NET with Elias Puurunen

Audio-Video in .NET with Elias Puurunen

Can you integrate performant audio-video into your .NET application? Carl and Richard talk to Elias Puurunen about his work at Tractus Events, where he uses the NDI protocols to bring real-time audio and video streams into his C# application. Elias talks about the power of P/Invoke to access the underlying libraries for controlling video streams, including utilizing NVidia GPUs for extremely fast encoding and decoding. You could write this code in C++, but why?

16 Apr 1h 6min

Agentic AI in .NET with Spencer Schneidenbach

Agentic AI in .NET with Spencer Schneidenbach

Ready to build an agentic AI in .NET? Carl and Richard talk to Spencer Schneidenbach about his work using large language models to enhance customer interactions in healthcare. Spencer discusses using the LLMs to summarize customer conversations to identify topic areas, sentiment, and other concerns. He digs into how Microsoft's Semantic Kernel makes connecting an OpenAI model to your APIs easy, fetching information and creating a context for testing reliability and consistency with these models. Check out the links for some great tools to help make your AI apps with .NET!

10 Apr 55min

Measuring LLMs with Jodie Burchell

Measuring LLMs with Jodie Burchell

How do you measure the quality of a large language model? Carl and Richard talk to Dr. Jodie Burchell about her work measuring large language models for accuracy, reliability, and consistency. Jodie talks about the variety of benchmarks that exist for LLMs and the problems they have. A broader conversation about quality digs into the idea that LLMs should be targeted to the particular topic area they are being used for - often, smaller is better! Building a good test suite for your LLM is challenging but can increase your confidence that the tool will work as expected.

3 Apr 1h

Javascript Promises with Martine Dowden

Javascript Promises with Martine Dowden

What are JavaScript promises, and why do you want to make them? Carl and Richard talk to Martine Dowden about all the various async options available in Javascript today, including Callbacks, Promises, Async/Await, and even ReactiveJS! Martine digs into some of the more remarkable features available, including grouping sync calls together so code is only called when they all complete, or the race option where only one needs to complete, and everything else is thrown away. Lots of power is available in Javascript today. Have you taken advantage of it?

27 Mars 53min

.NET Aspire 9.1 with Rob Richardson

.NET Aspire 9.1 with Rob Richardson

What's the latest with .NET Aspire? Carl and Richard talk to Rob Richardson about his experiences with .NET Aspire to help build great .NET cloud apps. Rob talks about all the goodness that comes out of the box with Aspire, including OpenTelemetry, containerization, good security practices, and the excellent dashboard. The discussion turns to the challenges of evolving .NET to be better in the cloud, retrofitting existing applications with Aspire, and all the container choices you have in front of you with these tools. There's more than one way to fall into the pit of success!

20 Mars 56min

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