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  1. Self-hosting my photos with Immich from michael.stapelberg.ch
    375 by birdculture 6d ago | | |

    Article: 12 min

    The article discusses the setup of Immich, a self-hostable photo manager, on a Ryzen 7 Mini PC with Proxmox as a virtualization platform. It covers hardware requirements, installation steps, and initial import process using Immich CLI and immich-go tool for better performance.

    Self-hosting solutions like Immich offer users more control over their data, enhancing privacy and security. However, they may require technical expertise to set up and manage effectively.
    Quality:
    The article provides detailed, step-by-step instructions and personal insights without overly promotional or biased content.

    Discussion (165): 36 min

    The comment thread discusses the benefits of using Immich for self-hosted photo management, emphasizing its superior features compared to Google Photos and Apple Photos, as well as the importance of privacy and security in self-hosting solutions.

    • Self-hosting Immich provides more control over privacy and security
    Software Development Cloud Computing, DevOps
  2. Wolfram Compute Services from writings.stephenwolfram.com
    100 by nsoonhui 4h ago | | |

    Article: 23 min

    Wolfram Compute Services is an advanced computing platform that enables users to scale up their computations by submitting them for processing on the Wolfram Cloud or dedicated compute resources, providing access to large-scale parallelism and automation of computation management.

    Wolfram Compute Services has the potential to democratize access to high-performance computing, making it more accessible and affordable for a broader range of users in various industries such as science, research, and development.
    • Streamlined experience with RemoteBatchSubmit function
    • Supports various machine classes and budgets
    • Programmable options for job management

    Discussion (39): 10 min

    The comment thread discusses the perceived shortcomings and unique capabilities of Mathematica, with a focus on its outdated nature, slow performance, and design issues. Users also compare it to alternative tools like Maple and Sage Math, highlighting both its strengths in specific areas and weaknesses compared to more modern software.

    • Mathematica is outdated
    • Alternative software could be considered competitors
    • Wolfram Language design issues
    Counterarguments:
    • Mathematica offers a comprehensive function library and formula inputs
    • Licensing model has some drawbacks, but it's not too bad for personal use
    Cloud Computing Cloud Services, Parallel Computing
  3. Guy Built a Compact Camera Using an Optical Mouse from petapixel.com
    77 by PaulHoule 2d ago | | |

    Article: 5 min

    Reddit user Dycus built a compact camera using an optical mouse sensor, creating a low-resolution black-and-white device with multiple shooting modes and 3D-printed housing. This project combines the functionality of an old optical computer mouse into a functional camera.

    • Camera built from optical mouse sensor
    • 3D-printed housing
    Quality:
    The article provides clear, factual information about the project without bias.

    Discussion (14): 2 min

    The comment thread discusses an impressive camera project made from an optical mouse, highlighting its high-resolution grayscale capabilities and potential practical applications. The conversation also delves into advancements in BCI technology, with a focus on its current limitations compared to other fields, and the excitement around future technological developments.

    • The camera technology is impressive.
    • BCI technology has significant room for improvement.
    Hardware Innovative Technology, DIY Projects
  4. Have I been Flocked? – Check if your license plate is being watched from haveibeenflocked.com
    168 by pkaeding 8h ago | | |

    Article:

    The article provides advice on how to check if one's license plate might be under surveillance and suggests preventive measures in case of personal or shared network concerns.

    • Run an anti-virus scan on personal devices
    • Ask network administrator to check shared networks for misconfigured or infected devices

    Discussion (80): 9 min

    The comment thread discusses privacy concerns related to a company called Flock Safety that uses ALPR cameras for license plate recognition. Participants debate the legality and ethics of data collection by private entities and public bodies, with humor and sarcasm used to address these issues.

    • Legal implications of public bodies using license plate data
    Counterarguments:
    • Arguments about the necessity of surveillance for certain purposes
    • Criticism of the use of private companies in mass surveillance
    Cybersecurity Privacy, Security
  5. Aurora: The Linux-based ultimate workstation from getaurora.dev
    27 by doener 6d ago | | |

    Article: 7 min

    Aurora is a Linux-based workstation that utilizes KDE Plasma for an adaptable and customizable desktop experience. It offers automatic updates, expanded hardware support, and a unified app store through Flathub. Aurora aims to simplify development workflows by including tools like Docker and VS Code, making it suitable for both general use and developers.

    , Aurora could potentially attract more developers to the Linux ecosystem and improve user experience with its unified app store.
    • Built with KDE Plasma
    • Sensible defaults for daily usage
    • Rock-solid updates process
    • Flathub app store integration
    • Easily auditable and extendable

    Discussion (12): 2 min

    The comment thread discusses the concept of an image-based Linux distribution, with opinions divided on its effectiveness and appeal. Technical questions are raised about security updates, kernel livepatching, and component updates in such distributions. The conversation also touches upon website performance issues and the 'ultimate workstation' concept.

    • Image-based Linux distro is not groundbreaking and a solution looking for a problem
    Counterarguments:
    • Image-based strategy may be appealing to non-computer literate users
    Software Development Linux, Desktop Environment, App Store
  6. Cloudflare outage on December 5, 2025 from blog.cloudflare.com
    671 by meetpateltech 19h ago | | |

    Article: 13 min

    Cloudflare experienced a network outage on December 5, 2025 due to changes in body parsing logic aimed at mitigating an industry-wide vulnerability. The issue was resolved within 25 minutes.

    • Outage triggered by changes in body parsing logic to detect and mitigate a React Server Components vulnerability.
    • Affected approximately 28% of Cloudflare's HTTP traffic, impacting some customers but not all.
    • Resolved within 25 minutes after the issue was identified.
    Quality:
    The article provides clear, technical details without sensationalizing the incident.

    Discussion (497): 1 hr 45 min

    The comment thread discusses various aspects related to Cloudflare's recent outages, focusing on issues such as global rollouts without adequate testing, reliance on centralized systems and architectures that may not be resilient enough, potential problems with development practices, and the role of AI in operations. There is a consensus on the need for better incident response times and more decentralized architectures to improve resilience.

    • Global rollouts are risky and potentially dangerous
    • Robust testing procedures before deployment are crucial
    • Accountability within operations teams is lacking
    • Centralized systems increase the risk of widespread outages
    • Lua's use in certain components contributes to issues
    • Development practices need improvement
    Counterarguments:
    • Cloudflare's architecture is complex and requires fast response times
    • The use of AI might be a factor, but not necessarily the root cause
    • There are trade-offs between speed and thoroughness in large-scale operations
    Internet Incident Analysis
  7. Leaving Intel from brendangregg.com
    255 by speckx 14h ago | | |

    Article: 9 min

    Brendan Gregg, a performance engineer at Intel, shares his experiences and achievements during his tenure with the company. He discusses projects such as AI flame graphs, GPU subsecond-offset heatmap, Linux distro stack walking support, eBPF for security monitoring, and cloud strategy recommendations.

    Brendan's departure may influence the direction of Intel's performance engineering efforts, potentially leading to changes in focus or new initiatives within the company and industry.
    • Contributions to AI and GPU performance analysis tools
    • Leadership in eBPF Technical Steering Committee
    • Co-chairing USENIX SREcon APAC 2023
    • Creation of a comprehensive cloud computing strategy
    Quality:
    The post is well-structured and provides a clear overview of Brendan Gregg's contributions.

    Discussion (126): 18 min

    The comment thread discusses Brendan Gregg's departure from Intel, highlighting his significant contributions and the potential impact on the company. There are concerns about Intel's ability to retain talent, especially given its remote work policies. The discussion also touches on the value of self-promotion in professional contexts.

    • Intel is losing valuable employees
    Counterarguments:
    • Intel still sells a lot of silicon and is not going anywhere
    • Brendan Gregg might be looking for better opportunities elsewhere
    Computer Science Software Development, Computer Performance Engineering
  8. Making tiny 0.1cc two stroke engine from scratch from youtu.be
    73 by pillars 5d ago | |

    Article:

    This article provides a guide on building a tiny, 0.1cc two-stroke engine from scratch.

    • Step-by-step guide on assembly
    • Exploration of small engine mechanics
    Quality:
    The article is clear and informative, providing detailed instructions without bias.

    Discussion (9):

    The comment thread discusses resources for model engineering, specifically tiny diesel engines and YouTube channels related to engine building. There is agreement on the interest in these topics but some debate about the differences between certain types of engines.

    Counterarguments:
    • Comparison between the linked engine and combustion engine
    • Discussion about size, construction difficulty, and criticality of 'fits'
    Automotive Engine Building
  9. Gemini 3 Pro: the frontier of vision AI from blog.google
    470 by xnx 19h ago | | |

    Article: 12 min

    Gemini 3 Pro is an advanced generative AI model that excels in document understanding, spatial reasoning, screen comprehension, and video analysis. It offers significant improvements over previous models, particularly in complex visual reasoning tasks across various domains such as education, medical imaging, law, and finance.

    Gemini 3 Pro could significantly enhance productivity and accuracy in various industries by automating complex visual tasks, potentially leading to more efficient workflows and better decision-making processes. However, it may also raise concerns about job displacement and privacy.
    • State-of-the-art performance on vision benchmarks
    • Improved multimodal processing for complex tasks
    Quality:
    The article provides clear, technical information on Gemini 3 Pro's capabilities without overly sensationalizing the AI model.

    Discussion (232): 53 min

    The comment thread discusses issues with broken links, outdated designs in employee portals, and the performance of AI models in various tasks. There is agreement on the need for specialized models over general-purpose ones, particularly in image analysis tasks. The community shows a moderate level of debate intensity but high agreement on certain topics.

    • The HTML transcription link is broken.
    • Employee portals often have outdated designs.
    • The login page has not changed significantly over the years.
    • AI model performs well in image analysis tasks.
    Artificial Intelligence Machine Learning, Computer Vision
  10. PalmOS on FisherPrice Pixter Toy from dmitry.gr
    90 by dmitrygr 8h ago | | |

    Article: 7 hr 9 min

    The article discusses the development and progress of a project aimed at creating unauthorized PalmOS ports for Fisher-Price Pixter toy devices, focusing on hardware compatibility, software implementation challenges, and the resulting capabilities of the rePalm system. It covers various aspects such as hardware selection, firmware modifications, protocol development for communication between microcontrollers and SoCs, memory management, audio support, display handling, and user interface enhancements.

    This project showcases the adaptability of retro computing platforms to new hardware, potentially inspiring similar projects and encouraging innovation in repurposing existing technology for modern use cases.
    • Pixter Color and Multimedia devices were targeted for PalmOS porting.
    • Challenges included ARM7 quirks, memory protection issues, and slow CPU performance.
    • Custom firmware was developed to enable communication between microcontrollers and SoCs.
    • Support for audio playback, display handling, and user interface features was implemented.
    • The project resulted in a functional color PalmOS device with multimedia capabilities.
    Quality:
    The article provides detailed technical insights and progress updates, maintaining a clear and informative tone.

    Discussion (10): 2 min

    The comment thread discusses a technical achievement in exploiting vulnerabilities within the Linux kernel on ARM7 CPUs, with admiration for the exploit's simplicity and potential impact. Personal anecdotes about working on toy development are shared, adding context to the discussion of cost-cutting measures in the industry.

    Aerospace Advanced Materials (for hardware components), Aerospace (for development tools like emulators)
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