Within your course repository, create a directory "final". Commit and push to your remote repository.

cd <path_to_repo>
mkdir final
touch final/app.py
touch final/screencast_url.txt
git add final
git commit -m "initial commit for final"
git push

For your final project, you may extend your previous LLM applications or create a new one that leverages what you've learned in this class.

Some examples include LLM applications for:

• Utilizing alternate LLM architectures to build applications (Multi-RAG, Multi-agent/LangGraph, Plan-and-Execute agents, DSPy agents)
• Orchestrating the use of a range of security APIs found here, here, here, or here or additional security tools found here, here, or here.
• Generating QRCode phishing via tables
• Vulnerabilities and exploitation applications (e.g. CTF solvers, source-code vulnerability detection, malicious package dependencies, malicious packages)
• Reverse engineering applications (e.g. malware analysis, security patches, git commits)
• Social engineering applications (e.g. detecting sock puppets, responding to pig butchering lures)
• Defensive applications (e.g. revoking or rotating cloud or API keys, automated system hardening)

Screencast

After completing your project, you will create a narrated screencast that walks through what you have produced. Properly edit the screencast so that the walk-through is under 20 minutes. Upload your completed screencast on MediaSpace. Ensure that it is published as "Unlisted". To do so, visit MediaSpace and click on "My Media". Click on the screencast video that has been uploaded. Then, in the tabs below, select the "Publish" tab, click on "Unlisted", and then "Save".

Then, update the file final/screencast_url.txt in your repository to contain the URL that your unlisted screencast on MediaSpace is located. Push the changes to your repository before the due date.

Rubric

We will be using your screencast and git repository to evaluate your project. In your walkthrough, you should address the following in sequential order: