Tips

Best practices building agents with Claude Code

Technical talk: skills, subagents, slash commands and MCPs in Claude Code

o1 prompt engineering

Create better prompts for o1 following an example

Memory profiler

See the memory usage of a script

DataLoader with pin_memory and num_workers

Increase DataLoader performance with pin_memory and num_workers

py-smi

Python library to get GPU data like `nvidia-smi`

Memory Calculator

Space to calculate the memory needed to run a model

Code formatter Black

Your colleague Patric is writing code that is hard to read? Share with him this code formatter that I show you in this post! Come in and learn how to format cod...

Declarar redes neuronales de forma clara

Declare neural networks clearly in Pytorch

Obtener datos de diccionarios

Obtener datos de diccionarios en Python de forma segura

Single-element tuples in Python

Tip to create single-element tuples in Python

Sort lists in Python without modifying the original

Tip to sort lists in Python without modifying the original

First letter of each word in uppercase in Python

Tip to print strings with the first letter of each word in uppercase in Python

Enteros largos con guión bajo en Python

Tip to write long integers with underscore in Python

Continue reading

How to parse tool calls from OpenAI, Anthropic and Google

How to turn tool calls from different LLM providers into one common interface without losing the identifiers that correlate each result.

How to declare reliable tools for OpenAI, Anthropic and Google

A practical guide to designing tools an LLM can discover, adapting them to any LLM provider, executing them safely, and ...

Gymnasia: architecture of an AI agent that runs on the phone

How the Gymnasia AI agent is built: a BYOK conversational coach with local tools and a food estimator that reads macros ...

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Have you seen these projects?

Gymnasia

LangGraph Deep Researcher

Tau

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maximofn@gmail.com

Machine Learning and AI specialist. I develop solutions with generative AI, intelligent agents and custom models.

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Tomorrow's Agents: Deciphering the Mysteries of Planning, UX and Memory

AI agents, powered by LLMs, promise to transform applications. But are they simple executors today or future intelligent collaborators? To reach their...

Create your own Apple intelligence

Learn to create an IA system to execute efficiently on a device

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Do you want to improve with these tips?

Best practices building agents with Claude Code

Technical talk: skills, subagents, slash commands and MCPs in Claude Code

o1 prompt engineering

Create better prompts for o1 following an example

Memory profiler

See the memory usage of a script

Last tips -->

Use this locally

Hugging Face spaces allow us to run models with very simple demos, but what if the demo breaks? Or if the user deletes it? That's why I've created docker containers with some interesting spaces, to be able to use them locally, whatever happens. In fact, if you click on any project view button, it may take you to a space that doesn't work.