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Making a Linux-managed network switch

Managed network switches add complexity through interfaces for configuring settings and checking port status. Consumer routers often have managed switches with connections to the CPU and external physical ports, enabling local network port functionality via the Linux DSA and switchdev subsystem. Cre.. read more  

Making a Linux-managed network switch
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The cheapest NAS

The author shared about their experience using a cheap SBC for a NAS setup, highlighting the specs, setup process, and issues encountered. The SBC had limitations like 100Mb LAN speed, 1GB RAM, and USB 2.0 support, leading to subpar performance for tasks like syncing and git commits. The author also.. read more  

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40 Must Read Engineering Blogs to Learn System Design and Software Architecture in 2024

Mastering system design and software architecture requires practical knowledge and improvisation. Learning from industry leaders like Netflix, Uber, AWS, Google, and Microsoft through engineering blogs is invaluable. Check out 40 recommended blogs for 2024... read more  

40 Must Read Engineering Blogs to Learn System Design and Software Architecture in 2024
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Why AI Infrastructure Startups Are Insanely Hard to Build

Adept AI has been acquired by Amazon, reinforcing the notion that AI infrastructure startups face challenges in building sustainable ventures. The competitive landscape is crowded, with many entities offering similar features, leading to difficulty in differentiation and winning enterprise clients. .. read more  

Why AI Infrastructure Startups Are Insanely Hard to Build
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Proton launches its own version of Google Docs

Proton now offers a Docs service in its Drive cloud storage with end-to-end encryption, focusing on privacy for industries like healthcare and finance. Proton Docs supports advanced formatting and collaboration tools, allowing users to create, open, and edit documents in multiple formats including ... read more  

Proton launches its own version of Google Docs
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7 open source security tools too good to ignore

A curated list of open-source tools for security professionals, including Wireshark for packet analysis and OSquery for querying endpoints. These tools offer valuable insights into network activities and system states to enhance security measures and detect potential risks. With support from trusted.. read more  

7 open source security tools too good to ignore
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Deepin Linux is Adding an Integrated AI Assistant

Deepin, a Debian-based Linux distribution, is set to release Deepin V23 with AI features for Photos and IDE apps. The upcoming release will include AI upgrades such as Personal Knowledge Assistant, Deepin System Assistant, and Grand Search. Users can test out these AI-powered features on the Deepin .. read more  

Deepin Linux is Adding an Integrated AI Assistant
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How tech went from free love to pay-per-day

This year at Red Hat's Devconf.cz, alongside technical talks on Linux, there was a focus on AI and blockchain projects. Open source algorithms are commonly used to generate blockchains and statistical text-prediction models marketed as artificial intelligence. The evolution of FOSS and the software .. read more  

How tech went from free love to pay-per-day
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IBM Makes Generative AI Platform for DevOps Available

IBM Concert, based on the IBM watsonx platform, uses generative AI and knowledge graphs to identify IT dependencies for proactive DevOps, available as a SaaS on IBM, AWS, or on-premises. It offers a 360-degree view of IT topology and is initially optimized for application risk and compliance managem.. read more  

IBM Makes Generative AI Platform for DevOps Available
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@paulbryant created an organization DancingNumbers- Import Export & Delete QB Data , 1 year, 11 months ago.
NanoClaw is an open-source personal AI agent designed to run locally on your machine while remaining small enough to fully understand and audit. Built as a lightweight alternative to larger agent frameworks, the system runs as a single Node.js process with roughly 3,900 lines of code spread across about 15 source files.

The agent integrates with messaging platforms such as WhatsApp and Telegram, allowing users to interact with their AI assistant directly through familiar chat applications. Each conversation group operates independently and maintains its own memory and execution environment.

A core design principle of NanoClaw is security through isolation. Every agent session runs inside its own container using Docker or Apple Container, ensuring that the agent can only access files and resources that are explicitly mounted. This approach relies on operating system–level sandboxing rather than application-level permission checks.

The architecture is intentionally simple: a single orchestrator process manages message queues, schedules tasks, launches containerized agents, and stores state in SQLite. Additional functionality can be added through a modular skills system, allowing users to extend capabilities without increasing the complexity of the core codebase.

By combining a minimal architecture with container-based isolation and messaging integration, NanoClaw aims to provide a transparent, customizable personal AI agent that users can run and control entirely on their own infrastructure.