I build AI agents for real businesses: WhatsApp, operations, back office. Full-stack and applied AI engineer in Cali, Colombia. AI news checked at the source.
Meteor or falling satellite? Two phone videos can tell.
I built an AI agent with Muse Spark + SAM 3.1 that turns witness videos of a fireball into its path, speed and verdict.
Tested on Chelyabinsk 2013: within 3° of the published path.
Ever seen a fireball? Where?
In a business agent, any input can carry instructions: a customer message, a PDF, a product description.
Rules about money and data shouldn't live in the prompt. Check them in code, in the tool, before the action runs.
Before launch, save 30 real customer conversations, including the messy ones.
Every time you change the prompt or the model, run them again and compare. It's a basic eval, and it catches most regressions before your customers do.
Meteor or falling satellite? Two phone videos can tell.
I built an AI agent with Muse Spark + SAM 3.1 that turns witness videos of a fireball into its path, speed and verdict.
Tested on Chelyabinsk 2013: within 3° of the published path.
Ever seen a fireball? Where?
I've been teaching myself to build, little by little, for years while traveling the world with my wife and kids.
This is the one I'm proudest of.
Prox Now: live local deals from the shops right around you, the moment they go up.
@cerebral_valley@AIatMeta
My submission to the Meta hackathon 👇
Meteor or falling satellite? Two phone videos can tell.
I built an AI agent with Muse Spark + SAM 3.1 that turns witness videos of a fireball into its path, speed and verdict.
Tested on Chelyabinsk 2013: within 3° of the published path.
Ever seen a fireball? Where?