Home
Categories
EXPLORE
True Crime
Comedy
Business
Society & Culture
Sports
History
News
About Us
Contact Us
Copyright
© 2024 PodJoint
00:00 / 00:00
Sign in

or

Don't have an account?
Sign up
Forgot password
https://is1-ssl.mzstatic.com/image/thumb/Podcasts115/v4/4b/6a/cc/4b6acc53-d792-b8bf-530d-d65d6b55a366/mza_16675100765413598218.jpg/600x600bb.jpg
MLOps.community
Demetrios
490 episodes
4 days ago
Relaxed Conversations around getting AI into production, whatever shape that may come in (agentic, traditional ML, LLMs, Vibes, etc)
Show more...
Technology
RSS
All content for MLOps.community is the property of Demetrios and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Relaxed Conversations around getting AI into production, whatever shape that may come in (agentic, traditional ML, LLMs, Vibes, etc)
Show more...
Technology
https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_episode/3809022/3809022-1766481543775-fcd4150797c2a.jpg
Tool definitions are the new Prompt Engineering
MLOps.community
58 minutes 8 seconds
2 weeks ago
Tool definitions are the new Prompt Engineering

Alex Salazar is the CEO and Co-Founder of Arcade.dev, working on secure AI agents and real-world automation integrations.


Chiara Caratelli is a Data Scientist at Prosus Group, working on AI agents, web automation, and evaluation of robust multimodal models.


Join the Community:

https://go.mlops.community/YTJoinIn

Get the newsletter: https://go.mlops.community/YTNewsletter

MLOps GPU Guide: ⁠

https://go.mlops.community/gpuguide


// Abstract

Agents sound smart until millions of users show up. A real talk on tools, UX, and why autonomy is overrated.


// Bio

Chiara Caratelli

Chiara is a Data Scientist at Prosus, where she develops AI-driven solutions with a focus on AI agents, multimodal models, and new user experiences. With a PhD in Computational Science and a background in machine learning engineering and data science, she has worked on deploying AI-powered applications at scale, collaborating with Prosus portfolio companies to drive real-world impact.

Beyond her work at Prosus, she enjoys experimenting with generative AI and art. She is also an avid climber and book reader, always eager to explore new ideas and share knowledge with the AI and ML community.


Alex Salazar

Alex is the CEO and co-founder of Arcade.dev, the unified agent action platform that makes AI agents production-ready. Previously, Salazar co-founded Stormpath, the first authentication API for developers, which was acquired by Okta. At Okta, he led developer products, accounting for 25% of total bookings, and launched a new auth-centric proxy server product that reached $9M in revenue within a year. He also managed Okta's network of over 7,000 auth integrations. Alex holds a computer science degree from Georgia Tech and an MBA from Stanford University.


// Related Links

Website: https://www.prosus.com/

Website: https://www.arcade.dev/


~~~~~~~~ ✌️Connect With Us ✌️ ~~~~~~~

Catch all episodes, blogs, newsletters, and more: https://go.mlops.community/TYExplore

Join our Slack community [https://go.mlops.community/slack]

Follow us on X/Twitter [@mlopscommunity](https://x.com/mlopscommunity) or [LinkedIn](https://go.mlops.community/linkedin)]

Sign up for the next meetup: [https://go.mlops.community/register]

MLOps Swag/Merch: [https://shop.mlops.community/]


Connect with Demetrios on LinkedIn: /dpbrinkm

Connect with Alex on LinkedIn: /alexsalazar/

Connect with Chiara on LinkedIn: /chiara-caratelli/


Timestamps:

[00:00] Intro

[00:15] Insights from iFood

[06:22] API vs agent intention

[09:45] Tool definition clarity

[15:37] Preemptive context loading

[27:50] Contextualizing agent data

[33:27] Prompt bloat in payments

[41:33] Agent building evolution

[50:09] Agent program scalability

[55:29] Why multi-agent is a dead end

[56:17] Wrap up

MLOps.community
Relaxed Conversations around getting AI into production, whatever shape that may come in (agentic, traditional ML, LLMs, Vibes, etc)