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dotInsights | May 2024

Did you know? When Microsoft initially started developing C#, it was internally known by the codename “Cool”, which stood for “C-like Object Oriented Language”. 😎

dotInsights Monthly Newsletter by JetBrains

📜 Featured Content

Have you been wondering how to incorporate AI into your daily programming workflows or what you can use AI for as a developer? Here’s what happens when you ask that question to the JetBrains AI Assistant. Here’s the prompt: List 10 ways developers can best use AI for their daily tasks.”  Here’s the response:

“1. Programming: AI can assist developers in writing code by suggesting the completion of code and also pointing out any possible errors. Many tools use machine learning algorithms to enhance your coding efficiency.

2. Debugging: AI can help in debugging by pointing out the exact location of bugs, sometimes even predicting bugs before they become an issue. These tools can significantly reduce the time spent debugging and help to improve the quality of code.

3. Project Management: AI can help manage tasks, resources, and dependencies, helping to predict potential issues and provide insights on how best to reallocate resources to meet project deadlines.

4. Testing: AI automated tests can be better understood and reviewed. Machine learning algorithms can learn from previous test conditions and results, which results in more efficient and effective future tests.

5. Market Research: AI can track user behavior and provide information that can help developers understand where to focus their efforts when creating or updating software solutions.

6. Design: AI can automate some design tasks. For instance, it can create website layout or color palette options based on certain described parameters or it can assess a design’s usability.

7. Cyber Security: AI can be used to predict and prevent potential security threats. It can analyze patterns, understand normal behavior, and then alert if there are any deviations that might indicate a threat.

8. Maintenance: AI can monitor systems and report issues, often even predicting them before they occur. This allows developers to proactively manage system maintenance, instead of reactively dealing with issues after they occur.

9. Personal Assistant: AI can manage the day-to-day tasks of developers like setting reminders, searching for information, managing emails or appointments, etc., allowing developers to focus on their actual work.

10. Learning: AI driven learning tools can help developers to learn new programming languages, stay updated with the latest technologies, understand advanced algorithms, and so forth.

The key to successfully using AI in any of these ways is picking the right tool, setting it up properly, and then relying on it sufficiently so it can learn from the tasks it performs. That way, it continuously improves and becomes more helpful over time.”

As the last point states, AI is good for giving helpful advice when learning a new skill – in this case, learning about AI. And don’t forget the importance of good tools. There’s a lot of great tips in the list, so if you’re unsure where to start learning about coding with AI, try these: Explain and refactor code, write commits, or generate tests.

🔗 Links

Here’s the latest from the developer community.

🔦 From our .NET Guide

Each month we feature tutorials or tips from our .NET Guide.

Learn what it takes to write the fastest Dictionary for .NET. Faster than the .NET Dictionary, faster than FrozenDictionary. You will learn how to use BenchmarkDotNet, dotTrace, and vTune to tune the most performance-critical pieces of code and write optimized data structures in .NET. Whether you write C#, VB.NET, or F# you will learn how to extract the maximum performance from .NET.

Fastest .NET dictionary with F# – by Matthew Crews

Entity Framework Core is great for performing crud operations, but did you know you can also go beyond basic relational queries? For example, do you need to store and query unstructured data in JSON documents? Do you have hierarchical data that you wish to query with EF Core? Are you required to keep historical information about data that has been modified or maybe even deleted? If you answered “Yes” to any of the above questions, then read on…

Beyond Relational with Entity Framework – Giorgi Dalakishvili

☕ Coffee Break

Take a break to catch some social posts.


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