Y El Agente Me Pide

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Letras

¡Oye! Listen to me, beginner programmer
Your little agent loop is growing way too fast, ¿cachái?
Too much text in the system prompt, mi hermano
Demasiado, demasiado, se va a romper
Let's break it down before you drown
¡Dale, suéltalo!

I started out clean with a single agent loop
A tiny setup, just basic primitives in the group
File system navigation, keeping a steady to-do
Code execution to run Python, that's beautiful and cool!
But then the manager walked right into the floor
"Add one more capability, por favor, just one more!"
And another, and another, and a forecasting view
Until the system prompt hit four hundred lines, ¡qué horror!

¡Y el agente me pide! (¡Me pide!)
"Give me a skill, don't stuff the system prompt!"
¡Y el agente me pide! (¡Me pide!)
"Isolate the subagent pa' el trabajo gordo!"
¡Y el agente me pide! (¡Me pide!)
"Keep the context window limpiecito and clean!"
¡Y el agente me pide!
¡Me pide, me pide, me pidito!

I had a massive data file, a giant CSV
Stuffed inside the context window para que el modelo view
Tokens were flying like confetti in the night
My API invoice was a complete financial fright!
Will from Applied AI looked at my screen and said, "Bro
Give it code execution, let the Python script flow
Let it write, let it run, let it read what it needs
Tokens drop, costs go down, that's how the workflow succeeds!"

¡Y el agente me pide! (¡Me pide!)
"Give me a skill, don't stuff the system prompt!"
¡Y el agente me pide! (¡Me pide!)
"Isolate the subagent pa' el trabajo gordo!"
¡Y el agente me pide! (¡Me pide!)
"Keep the context window limpiecito and clean!"
¡Y el agente me pide!
¡Me pide, me pide, me pidito!

Progressive disclosure, mi amor, that is the rule
Don't tell everything up front to the computing tool
Only reveal the policy when the task explicitly screams
Otherwise the context window collapses into wild dreams!
Twelve stagnant tools? No, gracias, that causes a dip
Decompose the architecture, fix the communication slip
Three are skills, one is a subagent running tight
And the principal orchestrator loop can finally breathe right!

Eval, eval, hill climbing towards the goal
If you do not measure metrics, you lose all control
Without a grader in production, the model will lie
A seventeen percent failure rate is way too expensive and high!
Migrate the code loop to Claude Managed Agents en la vía
Offload the scaling infrastructure, the session porquería
A thousand concurrent users running at the same time
CMA carries the weight, while I focus on the design!

¡Y el agente me pide! (¡Me pide!)
"Give me a skill, don't stuff the system prompt!"
¡Y el agente me pide! (¡Me pide!)
"Isolate the subagent pa' el trabajo gordo!"
¡Y el agente me pide! (¡Me pide!)
"Keep the context window limpiecito and clean!"
¡Y el agente me pide!
¡Me pide, me pide, me pidito!

Decompose, mi hermano, before you hit a wall
Tool, skill, or subagent, you gotta look at them all
The architecture is the true art of the tech
Ninety-two percent score on the baseline check
Thank you, London, ¡vámonos!
Silencio, silencio