PixelRAG
PixelRAG replaces traditional text-based web RAG with a pixel-native approach that retrieves and reasons over webpage screenshots. By preserving visual structure and using vision-language models, it aims to improve retrieval accuracy and web understanding.
https://github.com/StarTrail-org/PixelRAG
PixelRAG replaces traditional text-based web RAG with a pixel-native approach that retrieves and reasons over webpage screenshots. By preserving visual structure and using vision-language models, it aims to improve retrieval accuracy and web understanding.
https://github.com/StarTrail-org/PixelRAG
GitHub
GitHub - StarTrail-org/PixelRAG: The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/
The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/ - StarTrail-org/PixelRAG
Wagtail as Django admin on steroids
Wagtail can be used as a drop-in replacement for Django Admin, providing a more polished UI and powerful customization capabilities. The article demonstrates how developers can adopt Wagtail incrementally while retaining their existing Django architecture.
https://timonweb.com/wagtail/wagtail-as-django-admin-on-steroids/
Wagtail can be used as a drop-in replacement for Django Admin, providing a more polished UI and powerful customization capabilities. The article demonstrates how developers can adopt Wagtail incrementally while retaining their existing Django architecture.
https://timonweb.com/wagtail/wagtail-as-django-admin-on-steroids/
timonweb.com
Wagtail as Django admin on steroids
Discover how Wagtail transforms Django admin into a sleek, user-friendly interface with powerful features and easy customization.
NVlabs / Eagle
Eagle: Frontier Vision-Language Models with Data-Centric Strategies
https://github.com/NVlabs/Eagle
Eagle: Frontier Vision-Language Models with Data-Centric Strategies
https://github.com/NVlabs/Eagle
GitHub
GitHub - NVlabs/Eagle: Eagle: Frontier Vision-Language Models with Data-Centric Strategies
Eagle: Frontier Vision-Language Models with Data-Centric Strategies - NVlabs/Eagle
Optocam Zero
Optocam Zero is a Raspberry Pi Zero based compact digital camera made using off the shelf components.
https://github.com/dorukkumkumoglu/optocamzero
Optocam Zero is a Raspberry Pi Zero based compact digital camera made using off the shelf components.
https://github.com/dorukkumkumoglu/optocamzero
GitHub
GitHub - dorukkumkumoglu/optocamzero: Optocam Zero is a Raspberry Pi Zero based compact digital camera made using off the shelf…
Optocam Zero is a Raspberry Pi Zero based compact digital camera made using off the shelf components. - dorukkumkumoglu/optocamzero
Build a fully local voice assistant in 2026
A practical setup for a Raspberry Pi-friendly voice assistant based on Platypush.
https://blog.platypush.tech/article/Local-voice-assistant
A practical setup for a Raspberry Pi-friendly voice assistant based on Platypush.
https://blog.platypush.tech/article/Local-voice-assistant
Platypush
Build a fully local voice assistant in 2026
A practical setup for a Raspberry Pi-friendly voice assistant based on Platypush.
virgiliojr94 / book-to-skill
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
https://github.com/virgiliojr94/book-to-skill
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
https://github.com/virgiliojr94/book-to-skill
GitHub
GitHub - virgiliojr94/book-to-skill: Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use…
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work. - virgiliojr94/book-to-skill
You Don’t Need That Design Pattern
Using Python examples, the video explores the tradeoff between simplicity and abstraction, showing how design patterns can introduce unnecessary complexity when applied too early. It provides a practical rule of thumb for recognizing when a pattern adds value versus when it becomes overengineering.
https://www.youtube.com/watch?v=xns3InDkAiA
Using Python examples, the video explores the tradeoff between simplicity and abstraction, showing how design patterns can introduce unnecessary complexity when applied too early. It provides a practical rule of thumb for recognizing when a pattern adds value versus when it becomes overengineering.
https://www.youtube.com/watch?v=xns3InDkAiA
YouTube
You Don’t Need That Design Pattern
🧱 Build software that lasts. Join the Software Design Mastery waiting list → https://arjan.codes/mastery.
Design patterns aren't bad. But using them too early can make your code more complicated than it needs to be.
In this video, I start with a Python…
Design patterns aren't bad. But using them too early can make your code more complicated than it needs to be.
In this video, I start with a Python…
music-assistant / server
Music Assistant is a free, opensource Media library manager that connects to your streaming services and a wide range of connected speakers. The server is the beating heart, the core of Music Assistant and must run on an always-on device like a Raspberry Pi, a NAS or an Intel NUC or alike.
https://github.com/music-assistant/server
Music Assistant is a free, opensource Media library manager that connects to your streaming services and a wide range of connected speakers. The server is the beating heart, the core of Music Assistant and must run on an always-on device like a Raspberry Pi, a NAS or an Intel NUC or alike.
https://github.com/music-assistant/server
GitHub
GitHub - music-assistant/server: Music Assistant is a free, opensource Media library manager that connects to your streaming services…
Music Assistant is a free, opensource Media library manager that connects to your streaming services and a wide range of connected speakers. The server is the beating heart, the core of Music Assis...
Graphsignal
Graphsignal is a production-scale inference profiling platform that helps engineers optimize AI performance across models, engines, GPUs, and other accelerators. I
https://github.com/graphsignal/graphsignal-profiler
Graphsignal is a production-scale inference profiling platform that helps engineers optimize AI performance across models, engines, GPUs, and other accelerators. I
https://github.com/graphsignal/graphsignal-profiler
GitHub
GitHub - graphsignal/graphsignal-profiler: Graphsignal Profiler
Graphsignal Profiler. Contribute to graphsignal/graphsignal-profiler development by creating an account on GitHub.
TIRx: An Open Compiler Stack for Evolving Frontier ML Kernels
TIRx introduces an open-source, hardware-native DSL and compiler stack for writing high-performance ML kernels that can keep pace with rapidly evolving AI hardware. Built on Apache TVM, it combines low-level control, compiler-assisted abstractions, and agent-friendly tooling to support expert developers, automated kernel generation, and future accelerator architectures.
https://tvm.apache.org/2026/06/22/tirx
TIRx introduces an open-source, hardware-native DSL and compiler stack for writing high-performance ML kernels that can keep pace with rapidly evolving AI hardware. Built on Apache TVM, it combines low-level control, compiler-assisted abstractions, and agent-friendly tooling to support expert developers, automated kernel generation, and future accelerator architectures.
https://tvm.apache.org/2026/06/22/tirx
Recall
Stop wasting tokens and re-explaining your project every session. Recall gives Claude Code durable memory - entirely offline.
https://github.com/raiyanyahya/recall
Stop wasting tokens and re-explaining your project every session. Recall gives Claude Code durable memory - entirely offline.
https://github.com/raiyanyahya/recall
GitHub
GitHub - raiyanyahya/recall: Stop wasting tokens and re-explaining your project every session. Recall gives Claude Code durable…
Stop wasting tokens and re-explaining your project every session. Recall gives Claude Code durable memory — entirely offline. - raiyanyahya/recall
Use AI to not use AI (as much)
Rather than using AI to solve the same problem repeatedly, the author suggests using it to build tools that solve the problem for you. A practical example demonstrates how an AI-generated Python script transformed a one-time GitHub usage analysis into a reusable workflow.
https://www.raymondcamden.com/2026/06/22/use-ai-to-not-use-ai-as-much
Rather than using AI to solve the same problem repeatedly, the author suggests using it to build tools that solve the problem for you. A practical example demonstrates how an AI-generated Python script transformed a one-time GitHub usage analysis into a reusable workflow.
https://www.raymondcamden.com/2026/06/22/use-ai-to-not-use-ai-as-much
Raymond Camden
Use AI to not use AI (as much)
Use AI to build tools to let you use less AI
TimeCapsuleSMB
Hacking the Apple Time Capsule to run modern Samba.
https://github.com/jamesyc/TimeCapsuleSMB
Hacking the Apple Time Capsule to run modern Samba.
https://github.com/jamesyc/TimeCapsuleSMB
GitHub
GitHub - jamesyc/TimeCapsuleSMB: Hacking the Apple Time Capsule to run modern Samba
Hacking the Apple Time Capsule to run modern Samba - jamesyc/TimeCapsuleSMB
Ruff + Ty vs Ruff + Pyrefly — which type checking stack makes more sense in 2026?
https://www.reddit.com/r/Python/comments/1uf2eoz/ruff_ty_vs_ruff_pyrefly_which_type_checking_stack/
https://www.reddit.com/r/Python/comments/1uf2eoz/ruff_ty_vs_ruff_pyrefly_which_type_checking_stack/
Reddit
From the Python community on Reddit
Explore this post and more from the Python community
Moebius
Lightweight Image Inpainting Framework with 10B-Level Performance.
https://github.com/hustvl/Moebius
Lightweight Image Inpainting Framework with 10B-Level Performance.
https://github.com/hustvl/Moebius
GitHub
GitHub - hustvl/Moebius: [ECCV 2026] Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance
[ECCV 2026] Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance - hustvl/Moebius