Pair-Programming with AI to achieve more efficient code in .NET

Nov 22, 2024Download as PPTX, PDF0 likes164 views

n this talk, we'll explore how collaboration with AI can transform the way we develop and optimize applications. We'll start by comparing real code examples to analyze which is more efficient, using benchmarking tools like BenchmarkDotNet to validate our assumptions with concrete data. Then, we'll take it a step further: with the help of AI agents, we'll create and optimize a concurrent processing system (JobSystem), integrating their suggestions to enhance performance. We'll discover how AI can not only propose code improvements but also help build detailed benchmarks more quickly.

Pair-Programming con IA
para conseguir código más
eficiente en .NET

jcanto
n
jcant0n
Javier Cantón
Ferrero
Javier is a Computer Science Engineer who has
always had a passion for 3D graphics and
software architecture. His professional
achievements include being MVP for Windows
DirectX and DirectX XNA for nine years, Xbox
Ambassador, as well as Microsoft Student
Partner and Microsoft Most Valuable Student
during his years at college. Currently he works as
Chief Technology Innovation Officer.

Pair-Programming with AI to achieve more efficient code in .NET

Evergine is our cross-platform graphics engine
designed for corporate applications. It has been
created to offer enterprise solutions with 3D,
Augmented, Virtual and Mixed Reality capabilities.
A flexible and versatile tool to create unique visual
experiences, adapted to the needs and
functionalities of all types of industries.
Evergine is free to use, adapts to any platform and is
ready to be multi-platform.
Windows Android Linux MacOs + iOS Web

.NET Evolution
201
6
201
7
201
9
202
0
202
1
202
2
202
3
202
4
.NET 9.0
.NET 8.0
.NET 7.0
.NET 6.0
.NET 5.0
.NET Core
3.0
.NET Core
2.0
.NET Core
1.0

Micro-
Optimization
•BCL and Runtime
•Real-Time applications
•Graphics development
•ML or Math libraries

@badamczewski01
What is faster (Assignment)?

@badamczewski01
What is faster (Nullable)?

@badamczewski01
What is faster (Collection expressions)?

@badamczewski01
What is faster (Try-catch)?

Usually 3D app
Startup
Input
Logic
Render
Shutdow
n

JobSystem
Startup
Shutdow
n
Task
Main
Thread
Thread 2
Thread 3
Thread 4
Task
Task
Task

LLMs for coding
Chatgpt 4o
OpenAI o1 preview
V0 vercel Claude 3.5 Github Copilot

Pair-
Programming
•Driver
• The person who write the code.
• Handles the implementation
details, syntax and immediate
problem-solving.
•Navigator
• The person who reviews and
provides guidance.
• Thinks about the overall
approach

Rubber Duck
Programming
•How it works:
• Pace your “duck” in front of you.
• Explain your code or problem
you are facing as if the duck
needs to understand it.
• As you verbalize your logic, your
brain often identifies gaps or
bugs that where previously
overlooked.

Basic JobSystem
JobSyste
m
Job1
Worker 1
Worker 2
Worker 3
Job2 Job3
Job1
Job2
Job3

Stealing jobs
JobSyste
m
Worker 1
Worker 2
Worker 3
Job1
Job2
Job3
Job4 Job5
Job4
Execution Time
Job5
Execution Time

Final Performance
22% más rápido y un 90% menos Alloc

Pros and Cons
Speed up coding Limited Context Understanding
Enhance Code Naming
Helpful in brainstorming solutions
Great to generate performance tests
It could saturate users
Overconfidence in AI
Data security risks
Excellent for language translation Overly generic default solutions

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Pair-Programming with AI to achieve more efficient code in .NET

1. Pair-Programming con IA para conseguir código más eficiente en .NET

2. jcanto n jcant0n Javier Cantón Ferrero Javier is a Computer Science Engineer who has always had a passion for 3D graphics and software architecture. His professional achievements include being MVP for Windows DirectX and DirectX XNA for nine years, Xbox Ambassador, as well as Microsoft Student Partner and Microsoft Most Valuable Student during his years at college. Currently he works as Chief Technology Innovation Officer.

4. Evergine is our cross-platform graphics engine designed for corporate applications. It has been created to offer enterprise solutions with 3D, Augmented, Virtual and Mixed Reality capabilities. A flexible and versatile tool to create unique visual experiences, adapted to the needs and functionalities of all types of industries. Evergine is free to use, adapts to any platform and is ready to be multi-platform. Windows Android Linux MacOs + iOS Web

5. .NET Performance

6. .NET Evolution 201 6 201 7 201 9 202 0 202 1 202 2 202 3 202 4 .NET 9.0 .NET 8.0 .NET 7.0 .NET 6.0 .NET 5.0 .NET Core 3.0 .NET Core 2.0 .NET Core 1.0

7. NET features On-Stack Replacement (OSR) Profile-Guide Optimization (PGO) Dynamic GC Ahead-of-Time (AOT) Record Struct P/Invoke source Generation Ref readonly Hardware Intrinsics Ref Struct

8. Micro- Optimization •BCL and Runtime •Real-Time applications •Graphics development •ML or Math libraries

9. @badamczewski01 What is faster (Assignment)?

10. @badamczewski01 What is faster (Nullable)?

11. @badamczewski01 What is faster (Collection expressions)?

12. @badamczewski01 What is faster (Try-catch)?

13. Measure

14. JobSystem

15. Usually 3D app Startup Input Logic Render Shutdow n

16. JobSystem Startup Shutdow n Task Main Thread Thread 2 Thread 3 Thread 4 Task Task Task

17. GenAI for coding

18. News

19. OpenAI

21. LLMs for coding Chatgpt 4o OpenAI o1 preview V0 vercel Claude 3.5 Github Copilot

22. Pair-Programming

23. Pair- Programming •Driver • The person who write the code. • Handles the implementation details, syntax and immediate problem-solving. •Navigator • The person who reviews and provides guidance. • Thinks about the overall approach

24. Rubber Duck Programming •How it works: • Pace your “duck” in front of you. • Explain your code or problem you are facing as if the duck needs to understand it. • As you verbalize your logic, your brain often identifies gaps or bugs that where previously overlooked.

25. Basic JobSystem JobSyste m Job1 Worker 1 Worker 2 Worker 3 Job2 Job3 Job1 Job2 Job3

26. JobSystem

27. Execute

28. Benchmark (AI)

29. New ideas

30. More

31. Inmutable struct

32. Stealing jobs JobSyste m Worker 1 Worker 2 Worker 3 Job1 Job2 Job3 Job4 Job5 Job4 Execution Time Job5 Execution Time

33. CPU usage

34. Random

35. Final Performance 22% más rápido y un 90% menos Alloc

36. Conclusions

37. Pros and Cons Speed up coding Limited Context Understanding Enhance Code Naming Helpful in brainstorming solutions Great to generate performance tests It could saturate users Overconfidence in AI Data security risks Excellent for language translation Overly generic default solutions

38. Productivity Tool

39. Questions jcanto n jcant0n

Editor's Notes

#29: Building a JobSystem
#30: Building a JobSystem
#31: Building a JobSystem
#32: Building a JobSystem
#33: Building a JobSystem
#34: Building a JobSystem
#35: Building a JobSystem

Pair-Programming with AI to achieve more efficient code in .NET

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