This document provides an overview of Minio, an open source object storage server that is S3 compatible. It discusses Minio's background, architecture including the Minio server, client, and SDK stacks. It describes the different deployment flavors including filesystem, erasure coded, and distributed setups. The document also covers topics like erasure coding, accelerated blake2b hashing using SIMD, the Minio gateway for accessing multiple cloud storage backends through a single API, and other Minio projects.
FlexPod is a converged infrastructure solution that combines Cisco UCS servers and fabric interconnects with NetApp storage systems. It supports the provisioning of block (iSCSI) and file (NFS) storage volumes for use with an OpenStack cloud deployment using NetApp drivers. The document provides steps for creating volume types, provisioning NFS and iSCSI volumes from a NetApp storage system, and attaching the volumes to OpenStack instances to be used as block devices or mounted filesystems.
This document provides an overview and instructions for using Minio, an open source object storage server. Minio is lightweight and can be bundled with applications. It is compatible with Amazon S3 and supports storing large objects up to 5TB in size. The document describes how to install, run and deploy Minio in standalone, distributed and erasure coded modes. It also covers key Minio features like distributed locking, data distribution, protection against bitrot, and client tools.
Rancher OS - A simplified Linux distribution built from containers, for conta...Pier Alberto Pierini
This document provides instructions for installing and configuring RancherOS, a lightweight Linux distribution designed for running Docker containers. It describes setting up a RancherOS virtual machine using VirtualBox, installing RancherOS on the VM, configuring networking and authentication using a cloud-config.yml file, installing the Rancher server container to manage Docker hosts, and registering the RancherOS VM as the first host on the new Rancher server. The final steps are to configure an admin user on the Rancher UI and enjoy running Docker containers.
This document provides notes from a Docker 1.9 release party including:
- Updates to the libnetwork project including Windows and FreeBSD support
- Details on the container network model and how networking works within a single host and across multiple hosts
- New persistent storage features in Docker 1.9 like improved volumes and integration with the swarm along with additional third party storage drivers
- A mention of a demo and resources section along with contact information for the Docker Hanoi meetup group.
This document discusses how to set up Kubernetes and Istio on different platforms like macOS, Linux, and Windows. It provides steps to install Minikube, Kubernetes, and Istio using tools like VirtualBox, KVM, and Hyper-V. It also mentions resources to learn more about concepts in Istio like traffic management and policy control.
GNS3 is a graphical network simulator that allows users to simulate complex networks. It is strongly linked to Dynamips, an Cisco IOS emulator, and Dynagen, a text-based front-end for Dynamips. GNS3 provides a graphical user interface that sits on top of Dynamips to simulate Cisco routers and switches, as well as firewalls, hosts, and other network devices. It is open source and can be used on Windows, Linux, and MacOS to experiment with network configurations and study for certifications without using physical hardware.
Create the first Juniper vSRX router using GNS3 VM & VMware FusionZenSekibe
The document discusses Juniper's SRX Router, including that it was formerly known as ScreenOS and functions as an all-in-one firewall, IPS, UTM and APT solution. It can run as a vSRX in the cloud or cSRX in containers. The document then provides steps for setting up the vSRX router in GNS3, including downloading the necessary appliance and image files, importing the appliance template into GNS3, and creating an instance from the template which can take a long time to load. More details are available on the author's YouTube channel.
redis-benchmark with AMD RYZEN 1800X Intel Kaby Lake (i7-7700K) memoNaoto MATSUMOTO
The document compares the performance of Redis benchmarks run on an AMD Ryzen 1800X system and an Intel i7-7700K system. It provides system details for each such as the number of CPU cores, operating system, and CPU governor settings before running the benchmarks to test in-memory database performance between the two systems.
GNS3 is a network simulation software that allows users to design, test, and implement virtual networks without requiring physical networking hardware. It runs on Windows, Linux, and MacOS and supports all major networking vendor platforms. The document provides installation instructions for GNS3 on different operating systems. It is recommended that Windows users install GNS3 within a virtual machine for better performance and compatibility. The setup wizard helps configure GNS3 and guides users to set up the GNS3 virtual machine for use.
This document discusses using Plan 9 concepts like VMRPC and socket outsourcing to improve network performance in virtualized environments like KVM. It proposes implementing a Plan 9-like API that uses hypercalls to delegate socket operations from the guest OS to the host, avoiding virtualized network bottlenecks. Experimental results show this "Socket Outsourcing" approach can increase throughput close to that of using the host's virtio driver directly. The document also outlines how Plan 9 concepts could be ported to other systems like Linux and Windows.
This document discusses operating systems and their history. It covers the core components of an operating system including the CPU, memory, files, and network. A brief history of UNIX operating systems is provided starting from the 1960s. Process scheduling and memory management are examined in terms of how operating systems allocate resources and swap memory contents between storage.
This document summarizes the hosting of the Blankon Linux development server. It describes:
1) The server configuration including dual core CPU, 2GB RAM, multiple hard drives for storage, and services like HTTP, rsync, and SSH.
2) Disk and network usage statistics showing sufficient resources but some CPU intensive cron jobs and limited international bandwidth.
3) Plans to upgrade including an AMD64 build, more RAM for VMs, and larger storage drives. The ideal configuration would better support builds, testing, and hosting more Blankon resources.
4) Contributors who help with hardware, bandwidth, storage, and system administration.
Libvirt is an open source library that provides a standardized interface to manage virtualization platforms. It supports various hypervisors like QEMU/KVM, Xen, VMWare and containers. It provides APIs to manage domains, networks, storage and other virtualization components in a platform-independent way. Libvirt has over 25 maintainers and receives 200-300 patches per release to support new features and improve existing functionality.
Achieving the ultimate performance with KVM ShapeBlue
This document summarizes an presentation about achieving ultimate performance with KVM. It discusses optimizing hardware, CPU, memory, networking, and storage for virtual machines. The goal is the lowest cost per delivered resource while meeting performance targets. Specific optimizations mentioned include CPU pinning, huge pages, SR-IOV networking, virtio drivers, and bypassing the host for storage. It cautions that many performance claims use unrealistic benchmarks and hardware configurations unlike real-world usage.
XPDS14: libvirt support for libxenlight - James Fehlig, SUSEThe Linux Foundation
libvirt is an important piece of the overall open source virtualization management puzzle. Many of the open source virtualization management applications that users enjoy are based on libvirt, since it provides a normalized API for managing heterogeneous hypervisors. For Xen to enjoy this greater ecosystem of open source virtualization tools, it must be well supported and maintained in libvirt.
This presentation will give a basic overview of libvirt, discuss the latest status of the libvirt libxenlight driver (also known as the libxl driver), and discuss future improvements planned for the driver.
The document summarizes Install Fest 2008 hosted by LUG Roma Tre. It provides an overview of GNU/Linux and its history from the GNU project starting in 1984 to develop an open source operating system. It discusses the later addition of the Linux kernel in 1991 and growth in lines of code and users over the 1990s. The document also provides tips on installing Linux distributions like Ubuntu and drivers for hardware like Nvidia and ATI graphics cards.
Let's talk about the Ubuntu 18.04 LTS Roadmap!Dustin Kirkland
Dustin Kirkland discusses the results of the Ubuntu 18.04 LTS default desktop application survey results, as well as the Ubuntu Server and Ubuntu Devices roadmaps
Porting Tizen to open source hardware devices for beginnersLeon Anavi
This document discusses porting Tizen to open-source hardware devices for beginners. It covers popular single-board computers (SBCs) like Raspberry Pi and devices using the Allwinner chipset. It then describes Tizen-sunxi, an open-source port of Tizen to Allwinner devices. Finally, it provides instructions on building a DIY Tizen tablet and laptop, including key components, and discusses the process of porting Tizen to new ARM devices by building the Linux kernel and bootloader, creating a Tizen platform image, and setting up Tizen on a microSD card.
The document discusses setting up a tDiary blog using VMWare Player and a virtual private server (VPS). It recommends cloning the tDiary code from GitHub, installing it on an Ubuntu server hosted on a VPS, and accessing it through VMWare Player on a local Windows 7 machine. The blog can then be edited and maintained through the virtual machine interface.
This presentation discusses using the libvirt virtualization API for controlling bhyve virtual machines under FreeBSD.
Video for this presentation is available at:
https://www.youtube.com/watch?v=LRLV_SZo6Sw
A talk I gave about how I managed to get a modern Gentoo Linux installed in a 486 PC in 2018.
Blog Post: http://yeokhengmeng.com/2018/01/make-the-486-great-again/
Instructions: https://github.com/yeokm1/gentoo-on-486
The document outlines the key ingredients that make products habit-forming: triggers, action, reward, and investment. It discusses external triggers like social media notifications or word-of-mouth that prompt users to engage. Internal triggers keep users engaged once on the platform. When users take the triggered action, they receive rewards like social recognition, unexpected notifications, or a sense of achievement, which reinforces returning to the product. Developers then encourage further investment of time and data to strengthen the habit.
This document provides guidelines for designing user-friendly websites and interfaces that minimize cognitive load on users. It recommends following design conventions and intuitiveness, using visual hierarchies to emphasize important information and group related elements, keeping content concise and easy to understand, and testing usability early and often with real target users to improve the design. The overall message is to make interfaces simple and intuitive so users do not have to think in order to complete their tasks.
This document discusses open source cloud alternatives and their advantages over proprietary cloud solutions. It outlines analysts' views that hybrid cloud usage will increase significantly by 2017. It also notes that over $1 billion has been invested in companies building services around open source platforms like OpenStack. Key benefits of open source cloud include more contributors to the code, greater trust and maturity, and less vendor lock-in. Challenges include changing mindsets and hiring talent experienced with open source technologies. Real-world examples of organizations using open source cloud solutions include CERN and PayPal.
GNS3 is a graphical network simulator that allows users to simulate complex networks. It is strongly linked to Dynamips, an Cisco IOS emulator, and Dynagen, a text-based front-end for Dynamips. GNS3 provides a graphical user interface that sits on top of Dynamips to simulate Cisco routers and switches, as well as firewalls, hosts, and other network devices. It is open source and can be used on Windows, Linux, and MacOS to experiment with network configurations and study for certifications without using physical hardware.
Create the first Juniper vSRX router using GNS3 VM & VMware FusionZenSekibe
The document discusses Juniper's SRX Router, including that it was formerly known as ScreenOS and functions as an all-in-one firewall, IPS, UTM and APT solution. It can run as a vSRX in the cloud or cSRX in containers. The document then provides steps for setting up the vSRX router in GNS3, including downloading the necessary appliance and image files, importing the appliance template into GNS3, and creating an instance from the template which can take a long time to load. More details are available on the author's YouTube channel.
redis-benchmark with AMD RYZEN 1800X Intel Kaby Lake (i7-7700K) memoNaoto MATSUMOTO
The document compares the performance of Redis benchmarks run on an AMD Ryzen 1800X system and an Intel i7-7700K system. It provides system details for each such as the number of CPU cores, operating system, and CPU governor settings before running the benchmarks to test in-memory database performance between the two systems.
GNS3 is a network simulation software that allows users to design, test, and implement virtual networks without requiring physical networking hardware. It runs on Windows, Linux, and MacOS and supports all major networking vendor platforms. The document provides installation instructions for GNS3 on different operating systems. It is recommended that Windows users install GNS3 within a virtual machine for better performance and compatibility. The setup wizard helps configure GNS3 and guides users to set up the GNS3 virtual machine for use.
This document discusses using Plan 9 concepts like VMRPC and socket outsourcing to improve network performance in virtualized environments like KVM. It proposes implementing a Plan 9-like API that uses hypercalls to delegate socket operations from the guest OS to the host, avoiding virtualized network bottlenecks. Experimental results show this "Socket Outsourcing" approach can increase throughput close to that of using the host's virtio driver directly. The document also outlines how Plan 9 concepts could be ported to other systems like Linux and Windows.
This document discusses operating systems and their history. It covers the core components of an operating system including the CPU, memory, files, and network. A brief history of UNIX operating systems is provided starting from the 1960s. Process scheduling and memory management are examined in terms of how operating systems allocate resources and swap memory contents between storage.
This document summarizes the hosting of the Blankon Linux development server. It describes:
1) The server configuration including dual core CPU, 2GB RAM, multiple hard drives for storage, and services like HTTP, rsync, and SSH.
2) Disk and network usage statistics showing sufficient resources but some CPU intensive cron jobs and limited international bandwidth.
3) Plans to upgrade including an AMD64 build, more RAM for VMs, and larger storage drives. The ideal configuration would better support builds, testing, and hosting more Blankon resources.
4) Contributors who help with hardware, bandwidth, storage, and system administration.
Libvirt is an open source library that provides a standardized interface to manage virtualization platforms. It supports various hypervisors like QEMU/KVM, Xen, VMWare and containers. It provides APIs to manage domains, networks, storage and other virtualization components in a platform-independent way. Libvirt has over 25 maintainers and receives 200-300 patches per release to support new features and improve existing functionality.
Achieving the ultimate performance with KVM ShapeBlue
This document summarizes an presentation about achieving ultimate performance with KVM. It discusses optimizing hardware, CPU, memory, networking, and storage for virtual machines. The goal is the lowest cost per delivered resource while meeting performance targets. Specific optimizations mentioned include CPU pinning, huge pages, SR-IOV networking, virtio drivers, and bypassing the host for storage. It cautions that many performance claims use unrealistic benchmarks and hardware configurations unlike real-world usage.
XPDS14: libvirt support for libxenlight - James Fehlig, SUSEThe Linux Foundation
libvirt is an important piece of the overall open source virtualization management puzzle. Many of the open source virtualization management applications that users enjoy are based on libvirt, since it provides a normalized API for managing heterogeneous hypervisors. For Xen to enjoy this greater ecosystem of open source virtualization tools, it must be well supported and maintained in libvirt.
This presentation will give a basic overview of libvirt, discuss the latest status of the libvirt libxenlight driver (also known as the libxl driver), and discuss future improvements planned for the driver.
The document summarizes Install Fest 2008 hosted by LUG Roma Tre. It provides an overview of GNU/Linux and its history from the GNU project starting in 1984 to develop an open source operating system. It discusses the later addition of the Linux kernel in 1991 and growth in lines of code and users over the 1990s. The document also provides tips on installing Linux distributions like Ubuntu and drivers for hardware like Nvidia and ATI graphics cards.
Let's talk about the Ubuntu 18.04 LTS Roadmap!Dustin Kirkland
Dustin Kirkland discusses the results of the Ubuntu 18.04 LTS default desktop application survey results, as well as the Ubuntu Server and Ubuntu Devices roadmaps
Porting Tizen to open source hardware devices for beginnersLeon Anavi
This document discusses porting Tizen to open-source hardware devices for beginners. It covers popular single-board computers (SBCs) like Raspberry Pi and devices using the Allwinner chipset. It then describes Tizen-sunxi, an open-source port of Tizen to Allwinner devices. Finally, it provides instructions on building a DIY Tizen tablet and laptop, including key components, and discusses the process of porting Tizen to new ARM devices by building the Linux kernel and bootloader, creating a Tizen platform image, and setting up Tizen on a microSD card.
The document discusses setting up a tDiary blog using VMWare Player and a virtual private server (VPS). It recommends cloning the tDiary code from GitHub, installing it on an Ubuntu server hosted on a VPS, and accessing it through VMWare Player on a local Windows 7 machine. The blog can then be edited and maintained through the virtual machine interface.
This presentation discusses using the libvirt virtualization API for controlling bhyve virtual machines under FreeBSD.
Video for this presentation is available at:
https://www.youtube.com/watch?v=LRLV_SZo6Sw
A talk I gave about how I managed to get a modern Gentoo Linux installed in a 486 PC in 2018.
Blog Post: http://yeokhengmeng.com/2018/01/make-the-486-great-again/
Instructions: https://github.com/yeokm1/gentoo-on-486
The document outlines the key ingredients that make products habit-forming: triggers, action, reward, and investment. It discusses external triggers like social media notifications or word-of-mouth that prompt users to engage. Internal triggers keep users engaged once on the platform. When users take the triggered action, they receive rewards like social recognition, unexpected notifications, or a sense of achievement, which reinforces returning to the product. Developers then encourage further investment of time and data to strengthen the habit.
This document provides guidelines for designing user-friendly websites and interfaces that minimize cognitive load on users. It recommends following design conventions and intuitiveness, using visual hierarchies to emphasize important information and group related elements, keeping content concise and easy to understand, and testing usability early and often with real target users to improve the design. The overall message is to make interfaces simple and intuitive so users do not have to think in order to complete their tasks.
This document discusses open source cloud alternatives and their advantages over proprietary cloud solutions. It outlines analysts' views that hybrid cloud usage will increase significantly by 2017. It also notes that over $1 billion has been invested in companies building services around open source platforms like OpenStack. Key benefits of open source cloud include more contributors to the code, greater trust and maturity, and less vendor lock-in. Challenges include changing mindsets and hiring talent experienced with open source technologies. Real-world examples of organizations using open source cloud solutions include CERN and PayPal.
DockerCon EU featured announcements about Docker Machine, Docker Swarm, and Docker Compose. Docker Machine allows creation of Docker hosts on local and cloud providers with a single command. Docker Swarm is a tool for cluster management that uses the standard Docker API and can integrate with various tools. Docker Compose provides orchestration of multi-container apps through a simple YAML file format.
The document discusses OpenStack Swift, an open source object/blob store. It provides information on Swift's architecture and deployment in production environments. Several companies that use Swift in production are mentioned, including Netmagic and CDAC India in India, as well as Rackspace, HP Cloud, Wikipedia, Disney, Anynines, Spillgames, MercadoLibre, ConCur and others globally. The document also provides relevant links for learning more about Swift.
This document provides instructions for installing OpenStack Swift on Virtualbox by fetching an installation script from GitHub, selecting a version (Folsom, Grizzly, or Havana) to install, running the script as superuser, sourcing credentials, and testing the deployment, with assumptions that it is not intended for production and requires Ubuntu 12.04, Git, and Virtualbox.
The document discusses OpenStack Swift, an open source, scalable object storage system. It provides an agenda that covers unstructured data, the history and contributors to OpenStack Swift, its architecture and features, examples of production deployments, and how to contribute. The document aims to provide an overview and panoramic view of OpenStack Swift.
OpenStack is an open source cloud operating system that provides common services for public, private and hybrid clouds. It consists of several interrelated components that control compute, storage, networking and other core cloud functions. The OpenStack project is managed by the OpenStack Foundation and has seen rapid growth, with over 60,000 code commits from nearly 1,000 contributors representing various companies and organizations. The document encourages readers to get involved with the OpenStack community through contributions, collaboration and helping to further commoditize the technology.
The document summarizes the OpenStack project which is an open source cloud computing platform. It discusses that OpenStack has over 330 contributors developing 185 features for its stable "Folsom" release. The development cycle involves design summits, feature milestones every 4 weeks, and a 6 month release cycle. A feature goes through a process of being designed, coded, reviewed, tested, and finally included in a release. The OpenStack Foundation supports developers through tools like Gerrit, Jenkins, Git, Launchpad, and DevStack.
The document discusses open cloud computing and its characteristics. Open cloud is based on open source software, uses open standards, and allows portability between cloud providers. It provides infrastructure, platform and software as a service in an open and extensible manner. While few currently use open clouds, many organizations plan to deploy open source clouds like OpenStack in the next 1-2 years as open cloud adoption increases.
Openstack: Open Source software for building public and private cloud.Atul Jha
The document provides an overview and history of OpenStack, including its components, architecture, development process and roadmap. It discusses how OpenStack began as a collaboration between Rackspace and NASA, its frequent release cycles, over 300 contributors, and $1 billion in venture funding for startups. Key components like Nova, Swift, Glance, Keystone, Quantum and Cinder are explained in terms of their functionality and architecture. The presentation encourages participation in the OpenStack community and addresses questions about high availability of RabbitMQ queues.
This document provides an introduction to free and open source software. It discusses the history of free software beginning with Richard Stallman founding the Free Software Foundation in 1985 to develop tools to make a complete operating system. It also discusses Linus Torvalds writing the Linux kernel in 1990 and releasing it under the GPL license. Popular free and open source software programs mentioned include Mozilla Firefox, Thunderbird, Filezilla, VLC media player, and OpenOffice. The document asks why someone should learn free and open source software like the GNU/Linux operating system and provides suggestions for where to find help, such as the Linux Documentation Project and distribution websites.
Juju is a community of DevOps expertise. Most of the applications you want will be available in juju. Juju provides direct and free access to a DevOps community-contributed collection of charms
Nepal is a landlocked country located in South Asia. The capital of Nepal is Kathmandu. Nepali is the official language, and Nepal is the only Hindu country. The economy is based around agriculture, services, and industry. Notable aspects of Nepali culture include Mountaineering, handicrafts, and Hinduism. The cuisine commonly features lentil soup, rice, and curried vegetables.
This presentation introduces version control systems and focuses on Subversion. It discusses that version control systems allow software teams to track changes to files over time. Subversion is introduced as an open source version control system that uses a centralized model with a repository to store revisions. Key Subversion concepts are explained, including working copies that allow independent work and merging changes, and the copy-modify-merge solution to avoid file conflicts. A demo and Q&A session are planned to conclude the presentation.
SELinux provides mandatory access control on Linux systems to complement traditional discretionary access control. It enforces security policies that govern how processes and users can interact with files and resources based on security contexts. Key aspects of SELinux include user and role-based access controls, type enforcement that assigns types to processes and objects to define how they can interact, and multi-level security that assigns sensitivity and compartment labels to provide confidentiality. System administrators can configure SELinux policies and security contexts to enforce integrity and confidentiality.
Join us for the Multi-Stakeholder Consultation Program on the Implementation of Digital Nepal Framework (DNF) 2.0 and the Way Forward, a high-level workshop designed to foster inclusive dialogue, strategic collaboration, and actionable insights among key ICT stakeholders in Nepal. This national-level program brings together representatives from government bodies, private sector organizations, academia, civil society, and international development partners to discuss the roadmap, challenges, and opportunities in implementing DNF 2.0. With a focus on digital governance, data sovereignty, public-private partnerships, startup ecosystem development, and inclusive digital transformation, the workshop aims to build a shared vision for Nepal’s digital future. The event will feature expert presentations, panel discussions, and policy recommendations, setting the stage for unified action and sustained momentum in Nepal’s digital journey.
DevOpsDays SLC - Platform Engineers are Product Managers.pptxJustin Reock
Platform Engineers are Product Managers: 10x Your Developer Experience
Discover how adopting this mindset can transform your platform engineering efforts into a high-impact, developer-centric initiative that empowers your teams and drives organizational success.
Platform engineering has emerged as a critical function that serves as the backbone for engineering teams, providing the tools and capabilities necessary to accelerate delivery. But to truly maximize their impact, platform engineers should embrace a product management mindset. When thinking like product managers, platform engineers better understand their internal customers' needs, prioritize features, and deliver a seamless developer experience that can 10x an engineering team’s productivity.
In this session, Justin Reock, Deputy CTO at DX (getdx.com), will demonstrate that platform engineers are, in fact, product managers for their internal developer customers. By treating the platform as an internally delivered product, and holding it to the same standard and rollout as any product, teams significantly accelerate the successful adoption of developer experience and platform engineering initiatives.
Shoehorning dependency injection into a FP language, what does it take?Eric Torreborre
This talks shows why dependency injection is important and how to support it in a functional programming language like Unison where the only abstraction available is its effect system.
How Top Companies Benefit from OutsourcingNascenture
Explore how leading companies leverage outsourcing to streamline operations, cut costs, and stay ahead in innovation. By tapping into specialized talent and focusing on core strengths, top brands achieve scalability, efficiency, and faster product delivery through strategic outsourcing partnerships.
Digital Technologies for Culture, Arts and Heritage: Insights from Interdisci...Vasileios Komianos
Keynote speech at 3rd Asia-Europe Conference on Applied Information Technology 2025 (AETECH), titled “Digital Technologies for Culture, Arts and Heritage: Insights from Interdisciplinary Research and Practice". The presentation draws on a series of projects, exploring how technologies such as XR, 3D reconstruction, and large language models can shape the future of heritage interpretation, exhibition design, and audience participation — from virtual restorations to inclusive digital storytelling.
Developing Product-Behavior Fit: UX Research in Product Development by Krysta...UXPA Boston
What if product-market fit isn't enough?
We’ve all encountered companies willing to spend time and resources on product-market fit, since any solution needs to solve a problem for people able and willing to pay to solve that problem, but assuming that user experience can be “added” later.
Similarly, value proposition-what a solution does and why it’s better than what’s already there-has a valued place in product development, but it assumes that the product will automatically be something that people can use successfully, or that an MVP can be transformed into something that people can be successful with after the fact. This can require expensive rework, and sometimes stops product development entirely; again, UX professionals are deeply familiar with this problem.
Solutions with solid product-behavior fit, on the other hand, ask people to do tasks that they are willing and equipped to do successfully, from purchasing to using to supervising. Framing research as developing product-behavior fit implicitly positions it as overlapping with product-market fit development and supports articulating the cost of neglecting, and ROI on supporting, user experience.
In this talk, I’ll introduce product-behavior fit as a concept and a process and walk through the steps of improving product-behavior fit, how it integrates with product-market fit development, and how they can be modified for products at different stages in development, as well as how this framing can articulate the ROI of developing user experience in a product development context.
A national workshop bringing together government, private sector, academia, and civil society to discuss the implementation of Digital Nepal Framework 2.0 and shape the future of Nepal’s digital transformation.
React Native for Business Solutions: Building Scalable Apps for SuccessAmelia Swank
See how we used React Native to build a scalable mobile app from concept to production. Learn about the benefits of React Native development.
for more info : https://www.atoallinks.com/2025/react-native-developers-turned-concept-into-scalable-solution/
Harmonizing Multi-Agent Intelligence | Open Data Science Conference | Gary Ar...Gary Arora
This deck from my talk at the Open Data Science Conference explores how multi-agent AI systems can be used to solve practical, everyday problems — and how those same patterns scale to enterprise-grade workflows.
I cover the evolution of AI agents, when (and when not) to use multi-agent architectures, and how to design, orchestrate, and operationalize agentic systems for real impact. The presentation includes two live demos: one that books flights by checking my calendar, and another showcasing a tiny local visual language model for efficient multimodal tasks.
Key themes include:
✅ When to use single-agent vs. multi-agent setups
✅ How to define agent roles, memory, and coordination
✅ Using small/local models for performance and cost control
✅ Building scalable, reusable agent architectures
✅ Why personal use cases are the best way to learn before deploying to the enterprise
Refactoring meta-rauc-community: Cleaner Code, Better Maintenance, More MachinesLeon Anavi
RAUC is a widely used open-source solution for robust and secure software updates on embedded Linux devices. In 2020, the Yocto/OpenEmbedded layer meta-rauc-community was created to provide demo RAUC integrations for a variety of popular development boards. The goal was to support the embedded Linux community by offering practical, working examples of RAUC in action - helping developers get started quickly.
Since its inception, the layer has tracked and supported the Long Term Support (LTS) releases of the Yocto Project, including Dunfell (April 2020), Kirkstone (April 2022), and Scarthgap (April 2024), alongside active development in the main branch. Structured as a collection of layers tailored to different machine configurations, meta-rauc-community has delivered demo integrations for a wide variety of boards, utilizing their respective BSP layers. These include widely used platforms such as the Raspberry Pi, NXP i.MX6 and i.MX8, Rockchip, Allwinner, STM32MP, and NVIDIA Tegra.
Five years into the project, a significant refactoring effort was launched to address increasing duplication and divergence in the layer’s codebase. The new direction involves consolidating shared logic into a dedicated meta-rauc-community base layer, which will serve as the foundation for all supported machines. This centralization reduces redundancy, simplifies maintenance, and ensures a more sustainable development process.
The ongoing work, currently taking place in the main branch, targets readiness for the upcoming Yocto Project release codenamed Wrynose (expected in 2026). Beyond reducing technical debt, the refactoring will introduce unified testing procedures and streamlined porting guidelines. These enhancements are designed to improve overall consistency across supported hardware platforms and make it easier for contributors and users to extend RAUC support to new machines.
The community's input is highly valued: What best practices should be promoted? What features or improvements would you like to see in meta-rauc-community in the long term? Let’s start a discussion on how this layer can become even more helpful, maintainable, and future-ready - together.
Slides of Limecraft Webinar on May 8th 2025, where Jonna Kokko and Maarten Verwaest discuss the latest release.
This release includes major enhancements and improvements of the Delivery Workspace, as well as provisions against unintended exposure of Graphic Content, and rolls out the third iteration of dashboards.
Customer cases include Scripted Entertainment (continuing drama) for Warner Bros, as well as AI integration in Avid for ITV Studios Daytime.
Google DeepMind’s New AI Coding Agent AlphaEvolve.pdfderrickjswork
In a landmark announcement, Google DeepMind has launched AlphaEvolve, a next-generation autonomous AI coding agent that pushes the boundaries of what artificial intelligence can achieve in software development. Drawing upon its legacy of AI breakthroughs like AlphaGo, AlphaFold and AlphaZero, DeepMind has introduced a system designed to revolutionize the entire programming lifecycle from code creation and debugging to performance optimization and deployment.
RTP Over QUIC: An Interesting Opportunity Or Wasted Time?Lorenzo Miniero
Slides for my "RTP Over QUIC: An Interesting Opportunity Or Wasted Time?" presentation at the Kamailio World 2025 event.
They describe my efforts studying and prototyping QUIC and RTP Over QUIC (RoQ) in a new library called imquic, and some observations on what RoQ could be used for in the future, if anything.
Dark Dynamism: drones, dark factories and deurbanizationJakub Šimek
Startup villages are the next frontier on the road to network states. This book aims to serve as a practical guide to bootstrap a desired future that is both definite and optimistic, to quote Peter Thiel’s framework.
Dark Dynamism is my second book, a kind of sequel to Bespoke Balajisms I published on Kindle in 2024. The first book was about 90 ideas of Balaji Srinivasan and 10 of my own concepts, I built on top of his thinking.
In Dark Dynamism, I focus on my ideas I played with over the last 8 years, inspired by Balaji Srinivasan, Alexander Bard and many people from the Game B and IDW scenes.
Build with AI events are communityled, handson activities hosted by Google Developer Groups and Google Developer Groups on Campus across the world from February 1 to July 31 2025. These events aim to help developers acquire and apply Generative AI skills to build and integrate applications using the latest Google AI technologies, including AI Studio, the Gemini and Gemma family of models, and Vertex AI. This particular event series includes Thematic Hands on Workshop: Guided learning on specific AI tools or topics as well as a prequel to the Hackathon to foster innovation using Google AI tools.
Building a research repository that works by Clare CadyUXPA Boston
Are you constantly answering, "Hey, have we done any research on...?" It’s a familiar question for UX professionals and researchers, and the answer often involves sifting through years of archives or risking lost insights due to team turnover.
Join a deep dive into building a UX research repository that not only stores your data but makes it accessible, actionable, and sustainable. Learn how our UX research team tackled years of disparate data by leveraging an AI tool to create a centralized, searchable repository that serves the entire organization.
This session will guide you through tool selection, safeguarding intellectual property, training AI models to deliver accurate and actionable results, and empowering your team to confidently use this tool. Are you ready to transform your UX research process? Attend this session and take the first step toward developing a UX repository that empowers your team and strengthens design outcomes across your organization.