Questi sono i materiali che ho trovato e studiato per le sessioni di “AI for Coders”.

L’idea è quella di dare al tuo team IT tutti gli strumenti per:

• Programmare usando l’AI generativa (Copilot, ChatGPT, e tanto altro)
• Conoscere le basi di LLM, RAG, Chatbot, per costruire applicazioni di nuova generazione

Per ulteriori info dai un’occhiata al nostro deck → Workshop AI for Work 📕

GUIDE E RISORSE

• https://docs.github.com/en/copilot
• https://github.com/features/
• https://github.blog/2024-03-25-how-to-use-github-copilot-in-your-ide-tips-tricks-and-best-practices/
• https://learn.microsoft.com/en-us/visualstudio/ide/copilot-chat-context?view=vs-2022
• https://resources.github.com/learn/pathways/copilot/essentials/tips-for-a-successful-rollout-of-github-copilot/
• https://resources.github.com/learn/pathways/copilot/essentials/essentials-of-github-copilot/
• https://resources.github.com/learn/pathways/copilot/essentials/how-github-copilot-handles-data/
• https://github.blog/2023-07-17-prompt-engineering-guide-generative-ai-llms/?utm_source=Google&utm_medium=GitHub&utm_campaign=learning-pathways
• https://github.blog/2022-09-14-8-things-you-didnt-know-you-could-do-with-github-copilot/
• https://github.blog/2024-01-22-10-unexpected-ways-to-use-github-copilot/
• https://githubnext.com/projects/copilot-labs/ → sembra figo
• NEWS https://github.blog/changelog/2024-05-31-github-copilot-enterprise-copilot-knows-about-repositories-releases-commits-more-may-2024-updates/
• https://github.blog/2024-04-09-4-ways-github-engineers-use-github-copilot/
• **https://github.blog/2023-06-20-how-to-write-better-prompts-for-github-copilot/**

VIDEO TUTORIAL

• https://www.youtube.com/watch?v=DsCFoFcA-i8&ab_channel=talk2MeGooseman
• https://www.youtube.com/watch?v=2nPoiUJpDaU&ab_channel=MaxonTech
• https://www.youtube.com/watch?v=nmTMz8IXHbA&list=PLj6YeMhvp2S5_hvBl2SE-7YCHYlLQ0bPt&index=7&ab_channel=VisualStudioCode
• https://www.youtube.com/watch?v=KjyMQzoJo8Y&ab_channel=CodingWithAdam
• https://www.youtube.com/watch?v=FwKe2F7gxNw&ab_channel=Kristianat7dotdev
• https://www.youtube.com/watch?v=bsfE9c2pRD0&ab_channel=GitHub
• https://www.youtube.com/watch?v=9JGONx_X4ho&ab_channel=TechWorldwithNana
• https://www.youtube.com/watch?v=Eqkc33g60-k&ab_channel=JamesQQuick
• https://www.youtube.com/watch?v=rvJF5tb8cdk&ab_channel=ProgressTelerik
• https://www.youtube.com/watch?v=v241VGTYPYQ&ab_channel=MicrosoftReactor
• https://www.youtube.com/watch?v=v241VGTYPYQ&ab_channel=MicrosoftReactor

ALTRI TOOL UTILI

• https://www.cursor.com/
• https://whimsical.com/
• https://www.tldraw.com/r/ApmjP8YXQoQ5jKWkse9NU?v=0,0,1512,823&p=page
• https://useadrenaline.com/
• https://www.eraser.io/
• https://realpython.com/github-copilot-python/#get-started-with-github-copilot-in-python
• https://code.likeagirl.io/github-copilot-with-intellij-idea-for-java-development-personal-experience-136d5fbabe65
• https://tgrall.github.io/blog/2023/02/21/copilot-how-i-use-it-why-i-love-it
• https://medium.com/@markodevops/writing-google-terraform-code-with-github-copilot-78cfe51c0291
• https://www.strictmode.io/articles/using-github-copilot-for-testing

ALTRE IDEE DI UTILIZZO

• Regex
• Pseudo codice → codice e viceversa
• Creazione di chiamate esempio da api schema
• Copilot in terminale (ha senso?)
• Parallelizzazione codice
• Riscrittura con design pattern
• Refactoring
• Scraping con AI
• Data esploration / notebooks
• Repo to Text (per passarla tutta al modello)
• ESEMPIO: ContentGPT
• Ottimizzazione automatica dei prompt
• E gli altri chatbot?
• Altri tool carini
• Prompt Engineering for coders
• Alcune altre idee carine per usare chatbot
• Trovare password in chiaro

Reverse engineering di Copilot

• https://thakkarparth007.github.io/copilot-explorer/
• https://thakkarparth007.github.io/copilot-explorer/posts/copilot-internals.html#secret-sauce-1-prompt-engineering

Ricerche che studiano gli effetti dell’uso di Copilot

• https://visualstudiomagazine.com/articles/2024/01/25/copilot-research.aspx
• https://github.blog/2022-09-07-research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness/
• https://github.blog/2022-07-14-research-how-github-copilot-helps-improve-developer-productivity/