spec-kit

Toolkit to help you get started with Spec-Driven Development.

https://github.com/github/spec-kit

10 Standard Library Modules That Make Python Insanely Powerful

The video highlights 10 powerful, sometimes overlooked Python standard library modules such as dataclasses for reducing boilerplate, pathlib for modern file path handling, functools for caching and functional utilities, and tomllib for parsing TOML configs. It showcases practical code examples illustrating how these modules can simplify development, improve performance, and reduce depend...

https://www.youtube.com/watch?v=eZ9RqnkJxsk

Production-Grade Python Logging Made Easier with Loguru

This guide will walk you through building a robust logging system with Loguru. We'll directly address the patterns and pain points of the standard logging module and show how Loguru simplifies them.

https://www.dash0.com/guides/python-logging-with-loguru

Starplot

Starplot is a Python library for creating star charts and maps of the sky.

https://starplot.dev/

Python REPL Shortcuts & Features

Python 3.13 introduced a completely redesigned REPL with a much more modern feel. It's easy to overlook many of the features in the new Python REPL. Let's explore the various hidden features the new Python REPL supports, with a focus on tips that are useful for everyday usage.

https://www.pythonmorsels.com/repl-features/

HunxByts / GhostTrack

Useful tool to track location or mobile number

https://github.com/HunxByts/GhostTrack

Add Agents to your Web Applications with Pydantic AI and Django

The video demonstrates how to integrate Pydantic AI with Django to add agent-like features to web applications, allowing developers to enrich chatbots with app-specific context and tools such as real-time weather services and database interactionsattached file. It showcases building customizable agents that can use dependencies, execute functions, and securely manipulate database recor...

https://www.youtube.com/watch?v=Z33IBfgVbxI

IBM / mcp-context-forge

A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).

https://github.com/IBM/mcp-context-forge

wall-x

Building General-Purpose Robots Based on Embodied Foundation Model.

https://github.com/X-Square-Robot/wall-x

TensorRT-Model-Optimizer

A unified library of state-of-the-art model optimization techniques like quantization, pruning, distillation, speculative decoding, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM or TensorRT to optimize inference speed.

https://github.com/NVIDIA/TensorRT-Model-Optimizer

datalab-to / marker

Convert PDF to markdown + JSON quickly with high accuracy

https://github.com/datalab-to/marker

Jaxformer Scaling Modern Transformers

This is a zero-to-one guide on scaling modern transformers with n-dimensional parallelism. Transformers have driven much of the deep learning revolution, yet no practical guide reflects SOTA architectures and the complexities of large-scale language modelling. While excellent resources such as DeepMind’s How to Scale Your Model and HuggingFace’s Ultra Scale Playbook exist, a gap remains ...

https://jaxformer.com/

Post-training 101

A hitchhiker's guide into LLM post-training.

https://tokens-for-thoughts.notion.site/post-training-101