The Full MLOps Blueprint: Model Development and Optimization—Part C
MLOps and LLMOps Crash Course—Part 10.| Daily Dose of Data Science
MLOps and LLMOps Crash Course—Part 11.| Daily Dose of Data Science
MLOps and LLMOps Crash Course—Part 10.| Daily Dose of Data Science
The speed and efficiency of the Go programming language make it popular for backend development. Combine Go with the Gin framework —which offers a fast and minimalistic approach to building web applications—and developers can easily create high-performance APIs and web services. Whether you’re working on a personal project or building a production-ready application, Go and Gin make for an attractive stack perfectly suited for lightweight, scalable web development. Creating a Go/Gin appl...| Heroku
Learn how to securely onboard virtual machines to Azure Arc with this intro guide. Explore onboarding methods, security best practices, pitfalls to avoid, and tips for scaling in enterprise environments.| Mindcore Techblog
MLOps and LLMOps Crash Course—Part 9.| Daily Dose of Data Science
MLOps and LLMOps Crash Course—Part 8.| Daily Dose of Data Science
MLOps and LLMOps Crash Course—Part 7.| Daily Dose of Data Science
Following Episode 178's Rails.env revelation, Atlas Monkey crew discovers that frontend applications suffer from even worse environmental confusion. When NODE_ENV meets create-react-app, Vite, and Next.js, the result is deployment chaos that makes Rails.env look simple. Echo joins the crew to implement the Frontend Environmental Truth Protocol and end JavaScript's environment deception.| Seuros Blog - Navigation Logs from the Ruby Nebula
Atlas Monkey crew discovers that Rails.env has been deceiving developers since 2004. When mining colonies report phantom deployment bugs across multiple "production" environments, ARIA uncovers how 847+ gems create behavioral chaos because they can't distinguish between staging, sandbox, and actual production. Captain Seuros deploys the rails_app_version Environmental Truth Protocol to end the deception.| Seuros Blog - Navigation Logs from the Ruby Nebula
| Military OneSource
CustomGPT.ai: We'll explore why one deployment method may be preferred over another, and provide guidance on how to implement them effectively.| CustomGPT
Posted by Jason Jabbour, Kai Kleinbard and Vijay Janapa Reddi (Harvard University)Everyone wants to do the modeling work, but no one wants to do the engineering.| The TensorFlow Blog
MLOps and LLMOps Crash Course—Part 6.| Daily Dose of Data Science
MLOps and LLMOps Crash Course—Part 5.| Daily Dose of Data Science
| Military OneSource
Something that flew under my radar this summer was the release of Microsoft Connected Cache for Enterprise and Education. Originally, Configuration Manager (SCCM) had a Connected Cache functionality through its Distribution Points. This is something I’ve successfully deployed before and actually works great by caching content on-premises so clients can benefit from Delivery Optimization features […] The post Microsoft Connected Cache for Enterprise and Education – Deployment guide appea...| Mindcore Techblog
MLOps and LLMOps Crash Course—Part 4.| Daily Dose of Data Science
MLOps and LLMOps Crash Course—Part 3.| Daily Dose of Data Science
In a headless CMS, content is delivered to frontends via APIs. Therefore, the API layer becomes part of performance, reliability, and scalability. As systems grow, for example, it’s common for API calls to grow potentially exponentially across channels (web, mobile, IoT, third-party) and engines. Without limit, it’s easy for systems to get bogged down with [&hellip| Techno FAQ
MLOps and LLMOps Crash Course—Part 2.| Daily Dose of Data Science
MLOps and LLMOps Crash Course—Part 1.| Daily Dose of Data Science
Here are some custom made tasks for Capistrano, which might be helpful in the Symfony2 context. First, some cache clearing tasks, that don’t clear the whole cache but only translations or the Twig template cache. namespace :foo do # Clear only translation cache task :clear_translation_cache do now = Time.now timestamp = now.strftime("%Y%m%d%H%M%S") run "[ -d […]| SchebBlog
Here's why I used Docker Compose in 2015 and still use it today to run a majority of the apps I build and deploy.| Nick Janetakis
Setup Manager 1.3 We have released Setup Manager 1.3 today. You can see the release notes and download the pkg installer here. Most of the changes to Setup Manager in the update do not change the w…| Scripting OS X
I have written many blog posts about software deployment and configuration management. For example, a couple of years ago, I have discussed a very basic configuration management process for small organizations, in which I explained that one of the worst things that could happen is that a machine breaks down and everything that it provides gets lost.| Sander van der Burg's blog
As already explained in many previous blog posts, the Nix process management framework adds new ideas to earlier service management concepts explored in Nixpkgs and NixOS:| Sander van der Burg's blog
As explained in many previous blog posts, I have developed Disnix as a solution for automating the deployment of service-oriented systems -- it deploys heterogeneous systems, that consist of many different kinds of components (such as web applications, web services, databases and processes) to networks of machines.| Sander van der Burg's blog
In a blog post written several months ago, I have shown that the Nix process management framework can also be used to conveniently construct multi-process Docker images.| Sander van der Burg's blog
One of my major blog topics last year was my experimental Nix process management framework, that is still under heavy development.| Sander van der Burg's blog
I spent some time today deploying uMap to fly.io, using a Dockerfile. Here are some notes I took. First, I had to install the flyctl command. On OSX, with brew, it's: brewinstallflyctl Fly is using docker containers under the hood, and provides some tools to help create …| (not) my ideas
Flux is a GitOps continuous delivery tool that provides a framework for keeping a Kubernetes cluster in-sync with source git repositories, OCI registries, and published Helm charts [1]. The recommended way to install Flux on a Kubernetes cluster is to bootstrap using the Flux CLI, so I will go through those details in this article. ... Flux: installing Flux on a Kubernetes cluster with bootstrap command| Fabian Lee : Software Engineer
The recently released Gleam v0.22 includes a new command to prepare a Gleam application for deployment. With this in mind I thought it would be a good time to show how deploy Gleam into production with my new favourite platform, Fly.io.| lpil
So I’ve been gearing up to write some guides on how to deploy Gleam web applications, but I wasn’t sure what platform I should use.| lpil
If you are running an internet facing server, you know the services you are running are exposed to the “outside” world and are being constantly probed and attacked by skiddies. Are you tired of all these scans and probes? Yeah me too… I have had enough of skiddies trying to “hack” a login page or […] The post How fail2ban saved my bacon (and how it can save yours) appeared first on ServMask Helpdesk.| ServMask Helpdesk
When you deploy a computer vision model, you may want to have a dedicated server, or several servers, to which you can route requests to your vision model. This is ideal for workflows where you are processing images from a client (i.e. a web application), recorded videos, and more.| Roboflow Blog
End-to-end tutorial for detecting and counting objects on a conveyor belt using computer vision.| Roboflow Blog
When you exercise during deployment, you should exercise for yourself, not just to impress your spouse! Here are 8 reasons you will stay motivated when you exercise during deployment.| Seasoned Spouse
A fable about a company's journey through scaling their ML function, and some practical advice on how you should do it| Alexandru Burlacu
Read this post providing a guide for deploying an Ontotext GraphDB high-availability cluster in your own AWS account The post Deploying Ontotext GraphDB on AWS appeared first on Ontotext.| Ontotext
Without a doubt, the work Operation Gratitude does would not be possible without the generous help we receive from across the country. Now and then we’d like to introduce you to some of our special donors and volunteers, like Wesley … Continue reading →| Operation Gratitude Blog
When deploying code I by now almost always use git archive for that no matter whether that is library code or actually product code that gets deployed onto a (web)server. Recently I had a chat with someone that so far hadn’t heard of that so I realized perhaps it’s time to write about it. What … Continue reading Deploy using git archive→ The post Deploy using git archive appeared first on andreas.heigl.org.| andreas.heigl.org
FacebookTweetPinLinkedIn Integrating software quality testing tools into your CI/CD pipeline is crucial for ensuring the reliability and integrity of your software releases. Leveraging tools for QA testing can automate the validation process, eliminating manual interventions and streamlining continuous delivery. Popular methods include implementing automated unit tests, GUI tests, and API tests, all of which can …| WP Newsify
Earlier this year, I released a beta version of desktoppr 0.5 which added an option to control the tool using a configuration profile. You can read all the details of how I built out this workflow …| Scripting OS X
Discover the top software release management tools, divided into enterprise planning tools like Enov8 and provisioning tools like Jenkins. Learn their features, pros, cons, and pricing to make an informed decision for your organization.| Test Environment Management (DOT) Com
GitLab pipelines are frequently used for the building of binaries and publishing of images to container registries, but do not always follow through with Continuous Deployment to a live environment. One reason is that pipelines do not usually have access to the internal systems where these applications are meant to be deployed. In this article, ... GitLab: Continuous Deployment with Agent for Kubernetes and GitLab pipeline| Fabian Lee : Software Engineer
GitLab CI/CD pipelines can be used to automatically build and push Docker images to the GitLab Container Registry. Beyond building a simple image, in this article I will show how to define a workflow that builds and pushes a multi-platform image (amd64,arm64,arm32) with manifest index to the GitLab Container Registry. This is enabled by using ... GitLab: automated build and publish of multi-platform container image with GitLab pipeline| fabianlee.org
Github Actions provide the ability to define a build workflow based on Github repository events. The workflow steps are defined as yaml and can be triggered by various events, including a code push, branch, or tagging in the repository. In this article, I will show how to define workflow steps that build and push a ... Github: automated build and publish of multi-platform container image with Github Actions| fabianlee.org
The need to configure a specific pod’s container arguments is a common Kubernetes administration task. As examples, you might need to enable verbose logging, set an explicit value to override a default, or configure a host name or port set in a container’s arguments. In the example below, we are targeting the ‘metrics-server’ in the ... Kubernetes: patching container arguments array with kubectl and jq| fabianlee.org
GCP build triggers can easily handle Continuous Deployment (CD) when the source code is homed in a Google Cloud Source repository. But even if the system of record for your source is a remote GitHub repository, these same type of push and tag events can be consumed if you configure a connection and repository link. ... GCP: Cloud Run with build trigger coming from remote GitHub repository| fabianlee.org
Listing all the pods belonging to a deployment can be done by querying its selectors, but using the deployment’s synthesized replicaset identifier allows for easier automation. # deployment name and namespace deployment_name=mydeployment deployment_ns=mynamespace # get replica set identifier for deployment dep_rs=$(kubectl describe deployment $deployment_name -n $deployment_ns | grep ^NewReplicaSet | awk '{print $2}') # get ... Kubernetes: list all pods in deployment| Fabian Lee : Software Engineer
Today I’m going to show how we can achieve user device affinity with Intune application deployment as known from ConfigMgr. When we are going to deploy applications to users, we are independent of the user’s devices. The application belongs to a user and it can be installed or it gets automatically installed on all his…| Modern IT – Cloud – Workplace
Ignite 2021 is almost over and most of the content I was hunting after is also available as on-demand sessions. So, a good time to start a blog about my impressions. In this post I will go over my highlights I captured for the Windows and Modern Management with Microsoft Endpoint Manager area. As I…| Modern IT – Cloud – Workplace
If you deliver a concept of a modern managed Windows 10 desktop managed with Intune, you take care of security settings and necessary Windows configurations. One part of the important configurations, beside security settings, are the small corporate identity things like corporate logon screen or corporate wallpaper. I’m totally okay with the option in Intune…| Modern IT – Cloud – Workplace
This is a very small follow up post for my article about language change How to completely change Windows 10 language with Intune. I mentioned the Company Portal and the issue that it sometimes got stuck at a language. During that time I didn’t realized something very simple :-). Actually the Windows Settings are telling the…| Modern IT – Cloud – Workplace
A lot of people waited for this enhancement a long time, it is a rather small enhancement, but with a fairly big impact in user experience. So, I thought that it is worth a small blog post :-). In the past if you installed the new Edge on Chromium basis and started it for the…| Modern IT – Cloud – Workplace
If you have been involved with any kind of Windows deployments or Windows Update deployments in the last five or so years, you probably heard of the concept of deployment rings. Microsoft has been pushing this concept ever since they have moved to an ‘as a Service’ model for Windows 10 and other Microsoft products…| Mike's Tech Blog
Elastically scalable thread pools| stevana.github.io
supervised-state-machines Posted on Feb 13, 2023 An experimental implementation of Erlang/OTP’s gen_server and supervisor behaviours that doesn’t use lightweight threads and message passing. Motivation What exactly is it that makes Erlang suitable for writing reliable distributed systems? I’ve previously argued that it’s Erlang’s behaviours rather than its lightweight processes and message passing. Behaviours can be thought of as generic building blocks for building reliable distrib...| Stevan's notes
One of the most popular articles on this blog is “Notarize a Command Line Tool with notarytool.” In that post I introduced a workflow for Xcode to build and notarize a custom installer …| Scripting OS X
Configuration Objects| The Grumpy Troll
A few years back, I built and released a small tool to simplify the deployment of macOS desktop pictures (also known as “wallpapers” since macOS Ventura and on other platforms) without …| Scripting OS X
The Grijjy Deployment Manager (DeployMan) is a tool to simplify the deployment of files and folders for iOS and Android apps written in Delphi. It is especially useful if you need to deploy a lot o…| grijjy blog
Brian McGee's personal profile and blog| Brian McGee
In this guide, we walk through how to deploy computer vision models (i.e. YOLOv8) offline using Roboflow Inference.| Roboflow Blog
Goal| hannes.robur.coop
Deploying Hanami web application with Puma, Nginx and PostgreSQL using Docker| Stuff from here and there
Navigate to Repository > Settings > Secrets > New Repository Secret Set the name as SSH_PRIVATE_KEY Paste the contents of the key file 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 # .github/workflows/build.yaml name: Build and Deploy PROJECT_NAME on: push: branches: - main jobs: build: runs-on: ubuntu-latest strategy: matrix: node-version: [14.| Ishan Das Sharma
Here’s one way of a cloud-independent deployment of Rails, Sidekiq, PostgreSQL, and Redis on single virtual server with Kamal.| Notes to self
The underappreciated, yet critical, skill that most data scientists overlook.| Daily Dose of Data Science
Deployment has possibly never been so simple.| Daily Dose of Data Science
By Christopher Allan Webber on| mediagoblin.org
