DevFest Cusco · Seguridad de agentes

DevFest Cusco · Seguridad de agentes

Opens a 22-slide talk on AI agent security, given at DevFest Cusco, that asks whether Hugging Face can manipulate Antigravity. It suits developers who use AI agents and skills and want to see the evidence.

Made by davidquicast on Hugging Face. These notes are Mindket's, written from its Space page and README; the app's own files and license are on Hugging Face.

About

What it is: This is a slide deck shown as a web page, from David Quispe's talk at DevFest Cusco. It asks whether Hugging Face can manipulate Antigravity, and it covers the security of AI agents and the skills they load. The deck has 22 slides and can be switched between Spanish and English.

Who it suits: It suits developers who run AI agents with downloadable skills, and anyone who wants to see how such a risk was tested.

Industry | Who uses it | How they use it | Example
Software | Developers using AI agents | Read how a skill can reach an agent from a public hub | A developer follows the slides to see where a skill enters an agent.
Security | Security reviewers | Study the method, results and limits on separate evidence pages | A reviewer reads the audit page to judge how far the results hold.
Events | Meetup organizers and speakers | Reuse the deck's structure for their own talks | A speaker downloads the PPTX to see how the slides are laid out.
Education | Students | Follow a worked security study with sources | A student opens the sources page and reads the technical references.

If you want a tool you can run against your own agent, skip it, since this is a presentation with evidence.

Where to use it:

• A web browser, through the Space's page on Hugging Face
• PDF and PPTX copies, in Spanish or English, opened on any computer
• A local copy of the files on Windows, macOS or Linux

Use case | Who | What they get back
Watch the talk online | Anyone | 22 slides in the browser, in Spanish or English
Read the evidence | Security reviewers | Selected captures and a page on method, results and limits
Take the slides offline | Speakers | PDF and PPTX files in the language you chose

How to set it up:

• A web browser, which is all you need to watch online
• Python and pip, only to download a local copy

1. Install the huggingface_hub package.
2. Download the Space into a local folder.
3. Move into that folder.
4. Open index.html in your web browser.

pip install -U huggingface_hub
hf download davidquicast/devfest-cusco-2026-ai-security --repo-type space --local-dir devfest-cusco-2026-ai-security
cd devfest-cusco-2026-ai-security

How to use it: Open the page, pick Spanish or English in the options, and move through the slides with the keys below. The PDF and PPTX downloads are also in the options.

Tool | What it does
Arrow keys or space | Move between slides
F | Turn full screen on
N | Show the speaker notes, which are in Spanish

Example: You open the page, choose English in the options and press F. The slides fill your screen in English, and the arrow keys take you through all 22.

For newcomers and experts: If you are new, open the page, switch to English and press the arrow key a few times. You will see the question the talk asks before any detail.

If you know the field, the results use synthetic data. They separate local delivery of a skill from a full remote chain. The main demo reads evidence that was recorded earlier, so opening the slides runs no attacks and sends no profiles to a generator.

Open the slides in a browser
Choose Spanish or English
Step through the 22 slides
Check evidence and method pages

Good to know:

• The Space does not include the private datasets, full original logs or internal documents
• The PPTX files are visual copies with Spanish notes, and the editable sources are in the author's GitHub project
• License: apache-2
• Cost to run: none named
• Data it reaches: only its own files, since the slides read recorded evidence
• Not for: running attacks, since opening the slides does not run any

On Hugging Face, 13 November 2026

• Likes: 1
• Built with: static
• License: apache-2.0

Links

• Space: https://huggingface.co/spaces/davidquicast/devfest-cusco-2026-ai-security
• Files: https://huggingface.co/spaces/davidquicast/devfest-cusco-2026-ai-security/tree/main

Try it

Open the Space in your browser, or copy it to your own Hugging Face account from its page. Nothing in this kit runs by itself.