https://github.com/apple/container
macOS 26 is getting native support for Linux containers.
Apple open sourced a tool for creating and running Linux containers using lightweight virtual machines on a Mac. It's written in Swift, and optimized for Apple silicon.
macOS 26 is getting native support for Linux containers.
Apple open sourced a tool for creating and running Linux containers using lightweight virtual machines on a Mac. It's written in Swift, and optimized for Apple silicon.
GitHub
GitHub - apple/container: A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written…
A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon. - apple/container
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https://www.diabrowser.com/
Dia, the new AI browser from the browser company, is now available for arc members.
Dia, the new AI browser from the browser company, is now available for arc members.
Dia Browser
Dia | A browser you won't dread opening
Dia is the browser for your best work. Surfaces answers before you ask, produce beautiful ready-to-share outputs, and stay focused in the best browser for your work day.
🎉2🤡1
https://github.com/filebrowser/filebrowser/discussions/4906
Filebrowser is now in maintenance mode and is not accepting any pull requests anymore.
There’s a successor available at https://github.com/gtsteffaniak/filebrowser but it’s not stable yet.
Filebrowser is now in maintenance mode and is not accepting any pull requests anymore.
There’s a successor available at https://github.com/gtsteffaniak/filebrowser but it’s not stable yet.
GitHub
🆘 Need Maintainers · filebrowser filebrowser · Discussion #4906
Hello! I have stepped down from this project a long time ago, and @o1egl has been maintaining it for years. However, none of us have as much time as we used to have to maintain this project, especi...
https://www.docker.com/blog/docker-desktop-4-42-native-ipv6-built-in-mcp-and-better-model-packaging/
Docker desktop adds native IPv6, built-in MCP, and better model packaging.
One of the important parts is:
"Unlike typical setups that run MCP servers via npx or uvx processes with broad access to the host system, Docker Desktop runs these servers inside isolated containers with well-defined security boundaries. All container images are cryptographically signed, with proper isolation of secrets and configuration data."
Docker desktop adds native IPv6, built-in MCP, and better model packaging.
One of the important parts is:
"Unlike typical setups that run MCP servers via npx or uvx processes with broad access to the host system, Docker Desktop runs these servers inside isolated containers with well-defined security boundaries. All container images are cryptographically signed, with proper isolation of secrets and configuration data."
Two researchers released an early version of their new LM architecture.
The advantage is that it does not use any variant of multi-head attention or recurrence, and it works well with long context lengths. They are calling it "Avey". Everything is open-sourced under a Apache-2.0 license.
The main advantage would be to massively decrease the memory usage for the context window, that means even a context of 100k+ tokens would still be compute and not memory bound. It’s quite early and slower than current tech though.
Paper: https://arxiv.org/abs/2506.11305
GitHub: https://github.com/rimads/avey-dpa
The advantage is that it does not use any variant of multi-head attention or recurrence, and it works well with long context lengths. They are calling it "Avey". Everything is open-sourced under a Apache-2.0 license.
The main advantage would be to massively decrease the memory usage for the context window, that means even a context of 100k+ tokens would still be compute and not memory bound. It’s quite early and slower than current tech though.
Paper: https://arxiv.org/abs/2506.11305
GitHub: https://github.com/rimads/avey-dpa
arXiv.org
Don't Pay Attention
The Transformer has become the de facto standard for modern language models owing to its parallelizable training and effective autoregressive decoding. However, its fixed context window and the...
https://github.com/psviderski/unregistry
Unregistry is a lightweight container image registry that stores and serves images directly from your Docker daemon's storage.
The included docker pussh command (extra 's' for SSH) lets you push images straight to remote Docker servers over SSH. It transfers only the missing layers, making it fast and efficient. That means you can push docker images directly to remote servers without an external registry.
Unregistry is a lightweight container image registry that stores and serves images directly from your Docker daemon's storage.
The included docker pussh command (extra 's' for SSH) lets you push images straight to remote Docker servers over SSH. It transfers only the missing layers, making it fast and efficient. That means you can push docker images directly to remote servers without an external registry.
GitHub
GitHub - psviderski/unregistry: Push docker images directly to remote servers without an external registry
Push docker images directly to remote servers without an external registry - psviderski/unregistry
https://github.com/haydenbleasel/ultracite
Ultracite is a zero-config Biome preset that provides a robust linting and formatting experience for your team and your AI integrations. Built in Rust for lightning-fast performance, it automatically formats your code and fixes lint issues on save without interrupting your workflow.
Ultracite is a zero-config Biome preset that provides a robust linting and formatting experience for your team and your AI integrations. Built in Rust for lightning-fast performance, it automatically formats your code and fixes lint issues on save without interrupting your workflow.
GitHub
GitHub - haydenbleasel/ultracite: A highly opinionated, zero-configuration linter and formatter.
A highly opinionated, zero-configuration linter and formatter. - haydenbleasel/ultracite
https://web.archive.org/web/20250625051706/https://blog.google/technology/developers/introducing-gemini-cli/
Google is preparing a launch for their new CLI tool. They accidentally published the Gemini CLI blog post which now returns 404.
What’s inside:
- Open-source CLI for Gemini 2.5 Pro
- Free: 60 req/min & 1,000/day
- Google Search grounding
- Plugin/script support
- VS Code integration (Gemini Code Assist)
Google is preparing a launch for their new CLI tool. They accidentally published the Gemini CLI blog post which now returns 404.
What’s inside:
- Open-source CLI for Gemini 2.5 Pro
- Free: 60 req/min & 1,000/day
- Google Search grounding
- Plugin/script support
- VS Code integration (Gemini Code Assist)
Google
Gemini CLI: your open-source AI agent
Free and open source, Gemini CLI brings Gemini directly into developers’ terminals — with unmatched access for individuals.
https://github.com/mendableai/fireplexity
Fireplexity - Firecrawl‘s open source Perplexity clone.
Ask any question and get AI-powered answers with cited sources, all powered by their /search and /scrape endpoints.
Fireplexity - Firecrawl‘s open source Perplexity clone.
Ask any question and get AI-powered answers with cited sources, all powered by their /search and /scrape endpoints.
GitHub
GitHub - firecrawl/fireplexity: 🔥 Open Source Perplexity like AI search engine with real-time citations, streaming responses, and…
🔥 Open Source Perplexity like AI search engine with real-time citations, streaming responses, and live data powered by Firecrawl - firecrawl/fireplexity
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https://github.com/bytedance/trae-agent
Trae Agent is an LLM-based agent for general purpose software engineering tasks by byte dance.
Trae Agent is an LLM-based agent for general purpose software engineering tasks by byte dance.
GitHub
GitHub - bytedance/trae-agent: Trae Agent is an LLM-based agent for general purpose software engineering tasks.
Trae Agent is an LLM-based agent for general purpose software engineering tasks. - bytedance/trae-agent
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https://github.com/Kanba-co/kanba
https://www.kanba.co/
Open-source, lightweight Trello alternative designed for makers and indie hackers.
https://www.kanba.co/
Open-source, lightweight Trello alternative designed for makers and indie hackers.
GitHub
GitHub - Kanba-co/kanba: Kanba is an open-source project management tool for modern teams.
Kanba is an open-source project management tool for modern teams. - Kanba-co/kanba
https://github.com/QwenLM/Qwen3-Coder
The Qwen team released their new model focused on code.
In addition they released a CLI coding tool like Claude Code which got adopted from Gemini CLI:
https://github.com/QwenLM/qwen-code
The Qwen team released their new model focused on code.
In addition they released a CLI coding tool like Claude Code which got adopted from Gemini CLI:
https://github.com/QwenLM/qwen-code
GitHub
GitHub - QwenLM/Qwen3-Coder: Qwen3-Coder is the code version of Qwen3, the large language model series developed by Qwen team.
Qwen3-Coder is the code version of Qwen3, the large language model series developed by Qwen team. - QwenLM/Qwen3-Coder
https://blogs.windows.com/msedgedev/2025/07/28/introducing-copilot-mode-in-edge-a-new-way-to-browse-the-web/
Microsoft Introduces Copilot Mode in Edge
Microsoft Introduces Copilot Mode in Edge
Microsoft Edge Blog
Introducing Copilot Mode in Edge: A new way to browse the web
For decades, the way we’ve used browsers has remained linear: open a tab (or 20), search for something, read a page, repeat. It’s a model that’s worked well, but it hasn’t fundamentally changed. Until now. As AI begins to reshape nearly every
Tech Updates
https://github.com/QwenLM/Qwen3-Coder The Qwen team released their new model focused on code. In addition they released a CLI coding tool like Claude Code which got adopted from Gemini CLI: https://github.com/QwenLM/qwen-code
https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct
And now Qwen released an updated coding model optimised for e.g. Qwen Code.
And now Qwen released an updated coding model optimised for e.g. Qwen Code.
huggingface.co
Qwen/Qwen3-Coder-30B-A3B-Instruct · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
https://github.blog/ai-and-ml/llms/solving-the-inference-problem-for-open-source-ai-projects-with-github-models/
GitHub Models now offers a free, OpenAI-compatible inference API for every GitHub account.
GitHub Models now offers a free, OpenAI-compatible inference API for every GitHub account.
The GitHub Blog
Solving the inference problem for open source AI projects with GitHub Models
How using GitHub’s free inference API can make your AI-powered open source software more accessible.
https://qwenlm.github.io/blog/qwen-image/
Qwen-Image — a 20B MMDiT model for next-gen text-to-image generation. Especially strong at creating stunning graphic posters with native text.
Qwen-Image — a 20B MMDiT model for next-gen text-to-image generation. Especially strong at creating stunning graphic posters with native text.
Qwen
Qwen-Image: Crafting with Native Text Rendering
GITHUB HUGGING FACE MODELSCOPE DEMO DISCORD
We are thrilled to release Qwen-Image, a 20B MMDiT image foundation model that achieves significant advances in complex text rendering and precise image editing. To try the latest model, feel free to visit Qwen…
We are thrilled to release Qwen-Image, a 20B MMDiT image foundation model that achieves significant advances in complex text rendering and precise image editing. To try the latest model, feel free to visit Qwen…
https://github.blog/changelog/2025-08-07-openai-gpt-5-is-now-in-public-preview-for-github-copilot/
OpenAI GPT-5 is now in public preview for GitHub Copilot
OpenAI GPT-5 is now in public preview for GitHub Copilot
The GitHub Blog
OpenAI GPT-5 is now in public preview for GitHub Copilot - GitHub Changelog
GPT-5, OpenAI’s latest frontier model, is rolling out in public preview in GitHub Copilot. GPT-5 is OpenAI’s most advanced model to date, delivering substantial improvements in reasoning, code quality, and…
https://blog.nginx.org/blog/native-support-for-acme-protocol
nginx introduces native support for the ACME protocol. No need to download any 3rd party script or certbot anymore.
nginx introduces native support for the ACME protocol. No need to download any 3rd party script or certbot anymore.