toolfront

Simple data retrieval for AI with unmatched control, precision, and speed.

https://github.com/kruskal-labs/toolfront

Youtu-agent

A simple yet powerful agent framework that delivers with open-source models.

https://github.com/Tencent/Youtu-agent

Zuban

Zuban is a high-performance Python Language Server and type checker implemented in Rust, by the author of Jedi. Zuban is 20–200× faster than Mypy, while using roughly half the memory and CPU compared to Ty and Pyrefly. It offers both a PyRight-like mode and a Mypy-compatible mode, which behaves just like Mypy; supporting the same config files, command-line flags, and error messages.

https://github.com/zubanls/zuban

WhisperLiveKit

Real-time & local speech-to-text, translation, and speaker diarization. With server & web UI.

https://github.com/QuentinFuxa/WhisperLiveKit

yesglot

LLM-powered Django translations. Just call me "python manage.py translatemessages"

https://github.com/efe/yesglot

Polars GPU Execution. (70% speed up)

Polars' new GPU engine, powered by NVIDIA RAPIDS cuDF, accelerates data processing up to 70% compared to CPU-based execution, enabling faster handling of large datasets. The beta release supports common operations, leveraging GPU parallel processing for significant performance gains in data analytics workflows.

https://dataengineeringcentral.substack.com/p/polars-gpu-execution-70-speed-up

vLLM with torch.compile: Efficient LLM inference on PyTorch

Learn how to optimize PyTorch code with minimal effort using torch.compile, a just-in-time compiler that generates optimized kernels automatically.

https://developers.redhat.com/articles/2025/09/03/vllm-torchcompile-efficient-llm-inference-pytorch

sync-with-uv

The sync-with-uv package automates version synchronization between uv.lock and .pre-commit-config.yaml, ensuring consistent dependency management for tools like black, ruff, and mypy. It integrates as a pre-commit hook, streamlining workflows by aligning versions from a single source while leaving unspecified tools unchanged.

https://github.com/tsvikas/sync-with-uv

PydanticAI: the AI Agent Framework Winner

The video showcases how to use Pydantic AI to build Python applications with AI-powered agents that provide validated, structured outputs by integrating large language models like GPT-5. It demonstrates a healthcare triage assistant that personalizes responses using domain data, dependencies, and customizable prompts, enabling robust, real-world AI integration beyond simple chatbots.

https://www.youtube.com/watch?v=-WB0T0XmDrY

Kronos

A Foundation Model for the Language of Financial Markets.

https://github.com/shiyu-coder/Kronos

Ducky

An open-source, all-in-one desktop application for network engineers, students, and enthusiasts.

https://github.com/thecmdguy/Ducky

How to Build Python Code with Bazel (and Why)

The post details how Bazel can optimize building Python projects by managing dependencies accurately, avoiding unnecessary rebuilds, and supporting multi-language setups like adding Rust extensions. Bazel’s declarative build configurations enable efficient and consistent builds, improving CI turnaround times and scalability as projects growattached file.

https://ohadravid.github.io/posts/2025-09-hello-bazel/

Newelle

Your Ultimate Virtual Assistant.

https://github.com/qwersyk/Newelle

Stelvio

AWS for Python devs - made simple.

https://github.com/stelviodev/stelvio

XLeRobot

Practical Dual-Arm Mobile Home Robot for $660.

https://github.com/Vector-Wangel/XLeRobot

HKUDS / DeepCode

"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"

https://github.com/HKUDS/DeepCode