Programming a Robotic Hand to Crawl

This video demonstrates using a robotic hand to perform gestures like rock, paper, and scissors, programmed with the help of language models, highlighting the model's ability to understand and execute these gestures even if they aren't explicitly defined in the hand's code. The creator explores how language models can abstract and translate general knowledge into specific robotic actions...

https://www.youtube.com/watch?v=57cPmzwCqd4

Training and Finetuning Reranker Models with Sentence Transformers v4

This post explains how to train and fine-tune reranker models using Sentence Transformers v4, detailing components like datasets, loss functions, and evaluators. It demonstrates that fine tuning models on specific domains outperforms general-purpose models, providing practical examples for improving relevance in information retrieval.

https://huggingface.co/blog/train-reranker

I Really HATE Brittle Python Functions

This video explains principles for writing less brittle Python code by avoiding type constraints, using value constraints inside functions, and carefully considering optional values. It also advocates for raising errors instead of returning None when a function expects to find an object by ID but cannot.

https://www.youtube.com/watch?v=g-Cytq7YDCc

Getting Started with Streamlit

Build your first Streamlit app and explore some basic features.

https://www.pythonguis.com/tutorials/getting-started-with-streamlit/

clypi

Your all-in-one for beautiful, lightweight, prod-ready CLIs.

https://github.com/danimelchor/clypi

whatsapp-mcp

This is a Model Context Protocol (MCP) server for WhatsApp.

https://github.com/lharries/whatsapp-mcp

An Introduction to Testing in Python Flask

This article introduces testing in Flask, emphasizing its importance for code quality and streamlined development. It covers key testing areas like routes, business logic, database interactions, and provides practical examples using pytest, fixtures, mocking, and a focus on edge cases.

https://blog.appsignal.com/2025/04/02/an-introduction-to-testing-in-python-flask.html

RoboVerse

Towards a Unified Platform, Dataset and Benchmark for Scalable and Generalizable Robot Learning.

https://github.com/RoboVerseOrg/RoboVerse

Bootstrapping Python projects with copier

This article discusses using Copier to automate the process of bootstrapping Python projects. It covers setting up a project template with essential elements like README, license, changelog, project structure, documentation, Makefiles, uv support, and GitHub Actions to streamline project creation.

https://blog.dusktreader.dev/2025/04/06/bootstrapping-python-projects-with-copier/

Mobile-VideoGPT

Fast and Accurate Video Understanding Language Model.

https://github.com/amshaker/mobile-videogpt

Inside the CodeBot: A Gentle Introduction to How LLMs Understand Nullability

The article explores how large language models (LLMs) comprehend the concept of nullability in programming. It discusses methods for evaluating LLMs' understanding of nullable types and introduces techniques to probe their internal representations regarding null values.

https://dmodel.ai/nullability-gentle/

Shadowing in Python gave me an UnboundLocalError

This article discusses a common Python pitfall where shadowing a variable within a function can lead to an UnboundLocalError due to Python's scoping rules. It explains that if a variable is bound anywhere in a function, it's considered local to the entire function, even before it's initialized, which can cause unexpected errors.

https://ntietz.com/blog/pythons-shadowing-behavior-always-surprises-me/

any-agent

A single interface to different Agent frameworks.

https://github.com/mozilla-ai/any-agent

Django: what’s new in 5.2

This post highlights key new features in Django 5.2, including automatic model importing in the shell, support for composite primary keys, and a simplified way to override BoundField on forms.

https://adamj.eu/tech/2025/04/07/django-whats-new-5.2/

no-code-architects-toolkit

The NCA Toolkit API eliminates monthly subscription fees by consolidating common API functionalities into a single FREE API. Designed for businesses, creators, and developers, it streamlines advanced media processing, including video editing and captioning, image transformations, cloud storage, and Python code execution.

https://github.com/stephengpope/no-code-architects-toolkit