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Copilot to Cover - Why AI Can't Replace Developers but Can Make Life Better

Devoxx via YouTube

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This session compares AI-based approaches to software development, including code completion and automated testing. It examines their limitations and shows how AI tools can help Java developers with repetitive coding and unit testing.

Syllabus

Introduction
The problem with AI
What youll learn
About A Piper
What is AI augmented coding
What is the state of the art
What is Copilot
Transformers
GPT history
Training on GitHub
Running on the cloud
What is it good for
Bullet blade boilerplate
Foreign lands boilerplate
Code Whisperer
Test Writing
Testing as a Search
Reinforcement Learning
How does it work
What its good for
Demo
Pet Clinic
Coding Competitions
Is AI going to replace developers
The intent of coding competitions
How Google uses Transformers
How Google uses Cover
Winning coding competitions
Summary
Raffle
QA

Taught by

Devoxx

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