# Docker

Docker is a platform and tooling for developing, shipping, and running containerized applications.

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## Релиз OpenIDE 2026.2: одна IDE для Java, Kotlin, Go, Python и веб-разработки

DevFeed: [Релиз OpenIDE 2026.2: одна IDE для Java, Kotlin, Go, Python и веб-разработки](<https://devfeed.tech/articles/openide-2026-2-ide-java-kotlin-go-python-40883.md>)

Original publisher: [Read original article](<https://habr.com/ru/companies/haulmont/news/1083296/>)

Author: honest\_niceman (Haulmont)

Published: 2026-09-17T09:12:16Z

Content type: release

Language: ru

Sources: [Tagir Valeev](<https://devfeed.tech/sources/tagir-valeev.md>)

Topics: [intellij-platform](<https://devfeed.tech/topics/intellij-platform.md>), [Java](<https://devfeed.tech/topics/java.md>), [Git](<https://devfeed.tech/topics/git.md>), [Kotlin](<https://devfeed.tech/topics/kotlin.md>), [Gradle](<https://devfeed.tech/topics/gradle.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Go](<https://devfeed.tech/topics/go.md>), [Python](<https://devfeed.tech/topics/python.md>), [SQL](<https://devfeed.tech/topics/sql.md>), [JSON](<https://devfeed.tech/topics/json.md>)

Tags: [2](<https://devfeed.tech/tags/2.md>), [2026](<https://devfeed.tech/tags/2026.md>), [2026-2](<https://devfeed.tech/tags/2026-2.md>), [compose](<https://devfeed.tech/tags/compose.md>), [db-eaa4bca15522](<https://devfeed.tech/tags/db-eaa4bca15522.md>), [docker](<https://devfeed.tech/tags/docker.md>), [docker-bdf52bf499c4](<https://devfeed.tech/tags/docker-bdf52bf499c4.md>), [git](<https://devfeed.tech/tags/git.md>), [go](<https://devfeed.tech/tags/go.md>), [gradle](<https://devfeed.tech/tags/gradle.md>), [ide-1f5689fe989b](<https://devfeed.tech/tags/ide-1f5689fe989b.md>), [ide-af948443b041](<https://devfeed.tech/tags/ide-af948443b041.md>), [ide-java-0ad4946a0e57](<https://devfeed.tech/tags/ide-java-0ad4946a0e57.md>), [intellij-idea-27f15aabb340](<https://devfeed.tech/tags/intellij-idea-27f15aabb340.md>), [intellij-platform](<https://devfeed.tech/tags/intellij-platform.md>), [java](<https://devfeed.tech/tags/java.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [json](<https://devfeed.tech/tags/json.md>), [kotlin](<https://devfeed.tech/tags/kotlin.md>), [openide](<https://devfeed.tech/tags/openide.md>), [openide-2026-2](<https://devfeed.tech/tags/openide-2026-2.md>), [openide-pro](<https://devfeed.tech/tags/openide-pro.md>), [oracle](<https://devfeed.tech/tags/oracle.md>), [sql](<https://devfeed.tech/tags/sql.md>), [structure](<https://devfeed.tech/tags/structure.md>)

### AI overview

OpenIDE 2026.2 updates its base platform, expands Java and Kotlin support, improves Git and Gradle workflows, and updates its Java profiler. The release also includes improvements to the DB client and Docker plugin, including SQL formatting, Greenplum support, JSON highlighting, and enhanced Compose service management.

### Source excerpt

Обновили базовую платформу до версии 2026.2, расширили поддержку Java и Kotlin, улучшили работу с Git и обновили Java-профилировщик. Доработали редактор и подсказки в терминале, добавили проверки настроек Gradle и упростили переход к исходникам библиотек. Через Git worktrees теперь можно работать с несколькими ветками одновременно. Читать далее

## Test GitHub Actions Locally with Act

DevFeed: [Test GitHub Actions Locally with Act](<https://devfeed.tech/articles/test-github-actions-locally-with-act-32190.md>)

Original publisher: [Read original article](<https://spin.atomicobject.com/test-github-actions-locally-act/>)

Author: Valerie Nielson

Published: 2026-09-16T12:00:44Z

Content type: tutorial

Language: en

Sources: [Atomic Object](<https://devfeed.tech/sources/atomic-object.md>)

Topics: [GitHub Actions](<https://devfeed.tech/topics/github-actions.md>), [CI/CD](<https://devfeed.tech/topics/cicd.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Testing](<https://devfeed.tech/topics/testing.md>), [unit test](<https://devfeed.tech/topics/unit-test.md>)

Tags: [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [developer-tools](<https://devfeed.tech/tags/developer-tools.md>), [docker](<https://devfeed.tech/tags/docker.md>), [github](<https://devfeed.tech/tags/github.md>), [github-actions](<https://devfeed.tech/tags/github-actions.md>), [pull-request](<https://devfeed.tech/tags/pull-request.md>), [testing](<https://devfeed.tech/tags/testing.md>), [unit-test](<https://devfeed.tech/tags/unit-test.md>), [workflow](<https://devfeed.tech/tags/workflow.md>)

### AI overview

This tutorial explains how to test GitHub Actions workflows locally with act. It describes how act uses Docker to reproduce the workflow environment, including environment variables and the file system, and demonstrates testing pull-request workflows and unit tests before merging.

### Source excerpt

GitHub Actions are a great way to implement CI/CD into your projects, whether personal or professional. GitHub has a lot of great tools to help with CI/CD, but GitHub Actions in particular is very helpful. However, writing actions can be tedious and a little annoying, especially if you don't know what you're doing. On top [...] The post Test GitHub Actions Locally with Act appeared first on Atomic Spin.

## The Original Serverless Architecture is Still Here

DevFeed: [The Original Serverless Architecture is Still Here](<https://devfeed.tech/articles/the-original-serverless-architecture-is-still-here-27398.md>)

Original publisher: [Read original article](<http://engineering.khanacademy.org/posts/original-serverless.htm>)

Author: Khan Academy

Published: 2018-05-31T22:00:00Z

Content type: opinion

Language: en

Sources: [Khan Academy](<https://devfeed.tech/sources/khan-academy.md>)

Topics: [serverless architecture](<https://devfeed.tech/topics/serverless-architecture.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [Firebase](<https://devfeed.tech/topics/firebase.md>), [DynamoDB](<https://devfeed.tech/topics/dynamodb.md>)

Tags: [amazon](<https://devfeed.tech/tags/amazon.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [containers](<https://devfeed.tech/tags/containers.md>), [docker](<https://devfeed.tech/tags/docker.md>), [dynamodb](<https://devfeed.tech/tags/dynamodb.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [firebase](<https://devfeed.tech/tags/firebase.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [news](<https://devfeed.tech/tags/news.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>), [serverless](<https://devfeed.tech/tags/serverless.md>), [serverless-architecture](<https://devfeed.tech/tags/serverless-architecture.md>)

### AI overview

This commentary compares Kubernetes-based architectures with serverless approaches. It explains that Kubernetes offers flexibility through containers, Helm, ingress controllers, monitoring tools, and service meshes, but requires substantial configuration and maintenance. Serverless platforms such as Firebase and Amazon Lambda abstract away server infrastructure so developers can focus on applications and stateless functions.

### Source excerpt

By Kevin Dangoor This month, my colleague Dave Rosile and I went to GlueCon 2018 in sunny Denver, ... Read more

## Scaling Federated Learning Across Docker, Kubernetes, and Slurm with NVIDIA FLARE

DevFeed: [Scaling Federated Learning Across Docker, Kubernetes, and Slurm with NVIDIA FLARE](<https://devfeed.tech/articles/scaling-federated-learning-across-docker-kubernetes-and-slurm-with-nvidia-flare-26915.md>)

Original publisher: [Read original article](<https://developer.nvidia.com/blog/scaling-federated-learning-across-docker-kubernetes-and-slurm-with-nvidia-flare/>)

Author: Elizabeth Goodman

Published: 2026-09-15T15:00:00Z

Content type: article

Language: en

Sources: [NVIDIA Developer](<https://devfeed.tech/sources/nvidia-developer.md>), [NVIDIA Technical Blog](<https://devfeed.tech/sources/nvidia-technical-blog.md>)

Topics: [Federated Learning](<https://devfeed.tech/topics/federated-learning.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Nvidia](<https://devfeed.tech/topics/nvidia.md>), [Server](<https://devfeed.tech/topics/server.md>), [dataset](<https://devfeed.tech/topics/dataset.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>)

Tags: [architecture](<https://devfeed.tech/tags/architecture.md>), [compute](<https://devfeed.tech/tags/compute.md>), [configuration](<https://devfeed.tech/tags/configuration.md>), [container](<https://devfeed.tech/tags/container.md>), [data-analytics-processing](<https://devfeed.tech/tags/data-analytics-processing.md>), [data-science](<https://devfeed.tech/tags/data-science.md>), [dataset](<https://devfeed.tech/tags/dataset.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [docker](<https://devfeed.tech/tags/docker.md>), [docker-container](<https://devfeed.tech/tags/docker-container.md>), [federated-learning](<https://devfeed.tech/tags/federated-learning.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [job](<https://devfeed.tech/tags/job.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [nvidia-flare](<https://devfeed.tech/tags/nvidia-flare.md>), [server](<https://devfeed.tech/tags/server.md>)

### AI overview

This article explains how NVIDIA FLARE scales federated learning across sites with different infrastructure, including Docker, Kubernetes, and Slurm. Its two-layer architecture separates persistent federation services from on-demand job execution, while allowing each site to retain local control over compute, data, secrets, and scheduling.

### Source excerpt

Federated learning (FL) projects often begin with a straightforward setup: one server, a few clients, and one dataset at each site. As those projects grow, the...

## Using the Komodo MCP Server to Manage Docker Infrastructure with AI Assistants

DevFeed: [Using the Komodo MCP Server to Manage Docker Infrastructure with AI Assistants](<https://devfeed.tech/articles/i-gave-ai-control-of-my-docker-home-lab-with-komodo-mcp-26858.md>)

Original publisher: [Read original article](<https://www.virtualizationhowto.com/2026/09/i-gave-ai-control-of-my-docker-home-lab-with-komodo-mcp/>)

Author: Brandon Lee

Published: 2026-09-15T12:38:26Z

Content type: tutorial

Language: en

Sources: [Virtualization Howto](<https://devfeed.tech/sources/virtualization-howto.md>)

Topics: [Homelab](<https://devfeed.tech/topics/homelab.md>), [Model Context Protocol (MCP)](<https://devfeed.tech/topics/model-context-protocol-mcp.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Docker Compose](<https://devfeed.tech/topics/docker-compose.md>), [GitOps](<https://devfeed.tech/topics/gitops.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [automation](<https://devfeed.tech/tags/automation.md>), [containers](<https://devfeed.tech/tags/containers.md>), [docker](<https://devfeed.tech/tags/docker.md>), [gitops](<https://devfeed.tech/tags/gitops.md>), [home-lab](<https://devfeed.tech/tags/home-lab.md>), [home-server](<https://devfeed.tech/tags/home-server.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [mcp](<https://devfeed.tech/tags/mcp.md>)

### AI overview

This tutorial introduces the Komodo MCP Server, which connects AI assistants such as Claude and GitHub Copilot to Komodo for managing Docker environments. It describes natural-language control of containers, stacks, deployments, servers, builds, repositories, and related infrastructure through the Model Context Protocol.

### Source excerpt

There are so many cool projects now that we have access to in the the realm of home lab, especially when it comes to automation and AI Ops for our... The post I Gave AI Control of My Docker Home Lab With Komodo MCP appeared first on Virtualization Howto.

## How Delphi ships 100 times a day with its Python backend on Vercel

DevFeed: [How Delphi ships 100 times a day with its Python backend on Vercel](<https://devfeed.tech/articles/how-delphi-ships-100-times-a-day-with-its-python-backend-on-vercel-26923.md>)

Original publisher: [Read original article](<https://vercel.com/blog/how-delphi-ships-100-times-a-day-with-its-python-backend-on-vercel>)

Author: Kevin Sundstrom

Published: 2026-09-15T04:00:00Z

Content type: article

Language: en

Sources: [Vercel News](<https://devfeed.tech/sources/vercel-news.md>)

Topics: [Python](<https://devfeed.tech/topics/python.md>), [Vercel](<https://devfeed.tech/topics/vercel.md>), [Back end](<https://devfeed.tech/topics/backend.md>), [feature flags](<https://devfeed.tech/topics/feature-flags.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [airflow](<https://devfeed.tech/topics/airflow.md>)

Tags: [aws](<https://devfeed.tech/tags/aws.md>), [backend](<https://devfeed.tech/tags/backend.md>), [docker](<https://devfeed.tech/tags/docker.md>), [feature-flags](<https://devfeed.tech/tags/feature-flags.md>), [python](<https://devfeed.tech/tags/python.md>), [vercel](<https://devfeed.tech/tags/vercel.md>), [workflow](<https://devfeed.tech/tags/workflow.md>), [workflows](<https://devfeed.tech/tags/workflows.md>)

### AI overview

A Vercel case study describes how Delphi rebuilt its Python backend on Vercel after previously using AWS, ECS, Docker Desktop, and local databases. The move gave the team a shared deployment workflow, faster onboarding, and more than 100 production deploys per day, while Vercel Workflows and Queues support long-running work and background jobs.

### Source excerpt

Delphi on Vercel 10 engineers with no dedicated infrastructure role Everyone ships code, including product and design 100+ production deploys a day behind feature flags Delphi builds digital minds. They capture what someone has written, recorded, and taught, so anyone can tap that expertise on demand. Delphi is "a destination where you can find and interact with interesting minds," says founding engineer Spencer Schoeben. Nobody has built a digital mind network before, so Delphi figures out what to build by shipping features and watching how people use them. That only works if the product is fast to change. "If we are going to win, we need to have an excellent developer and agentic experience," Spencer says. "Otherwise, we could not adapt to how fast our user's demands change." Delphi's frontend had run on Vercel since day one. "The frontend has always been easy," Spencer says, "but the backend was a nightmare." Six months ago, the team rebuilt its Python backend on Vercel as well. Today the whole team ships to production 100+ times a day. Building a Python backend that's easy to work onThe backend slowed every change Delphi's backend previously ran on AWS, with ECS, Docker Desktop, and local databases. In the earliest days, the setup worked because the team was small and much of the context lived in people's heads. As Delphi grew, that made onboarding slower than the team wanted: getting a new engineer to their first deploy took a full day of environment setup. Delphi could have fixed that without leaving AWS. But fixing it properly would have meant designing and owning the infrastructure themselves, and the team didn't want to own infrastructure at all. "That is not our current goal as a company," Spencer says. After moving the backend to Vercel, new engineers could get to production much faster, with the same deploy workflow the rest of the team used every day. Workflows and Queues made the move possible When Delphi was founded, Vercel Workflows and Vercel Queues

## I Added Break-Glass Accounts Before My Home Lab Locked Me Out

DevFeed: [I Added Break-Glass Accounts Before My Home Lab Locked Me Out](<https://devfeed.tech/articles/i-added-break-glass-accounts-before-my-home-lab-locked-me-out-17876.md>)

Original publisher: [Read original article](<https://www.virtualizationhowto.com/2026/09/i-added-break-glass-accounts-before-my-home-lab-locked-me-out/>)

Author: Brandon Lee

Published: 2026-09-14T12:16:15Z

Content type: article

Language: en

Sources: [Virtualization Howto](<https://devfeed.tech/sources/virtualization-howto.md>)

Topics: [Homelab](<https://devfeed.tech/topics/homelab.md>), [Authentication](<https://devfeed.tech/topics/authentication.md>), [Single sign-on (SSO)](<https://devfeed.tech/topics/sso.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Database](<https://devfeed.tech/topics/database.md>), [networking](<https://devfeed.tech/topics/networking.md>), [Server](<https://devfeed.tech/topics/server.md>), [Amazon Route 53](<https://devfeed.tech/topics/amazon-route-53.md>)

Tags: [authentication](<https://devfeed.tech/tags/authentication.md>), [container](<https://devfeed.tech/tags/container.md>), [database](<https://devfeed.tech/tags/database.md>), [dns](<https://devfeed.tech/tags/dns.md>), [docker](<https://devfeed.tech/tags/docker.md>), [home-lab](<https://devfeed.tech/tags/home-lab.md>), [home-server](<https://devfeed.tech/tags/home-server.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [networking](<https://devfeed.tech/tags/networking.md>), [server](<https://devfeed.tech/tags/server.md>), [sso](<https://devfeed.tech/tags/sso.md>)

### AI overview

The article explains why a home lab that centralizes authentication through single sign-on can become inaccessible during an outage. It introduces "break glass" accounts as a recovery measure and emphasizes treating the authentication service as infrastructure with dependencies such as its application, database, certificates, networking, reverse proxy, and DNS.

### Source excerpt

One of the coolest things that you can do is centralize your authentication in the home lab. So, instead of having all kinds of separate usernames and passwords that are... The post I Added Break-Glass Accounts Before My Home Lab Locked Me Out appeared first on Virtualization Howto.

## Using Komodo to Manage and Update Docker Compose Stacks Across Multiple Hosts

DevFeed: [Using Komodo to Manage and Update Docker Compose Stacks Across Multiple Hosts](<https://devfeed.tech/articles/i-stopped-manually-updating-my-docker-container-stacks-i-use-this-instead-10490.md>)

Original publisher: [Read original article](<https://www.virtualizationhowto.com/2026/09/i-stopped-manually-updating-my-docker-container-stacks-i-use-this-instead/>)

Author: Brandon Lee

Published: 2026-09-12T12:32:29Z

Content type: tutorial

Language: en

Sources: [Virtualization Howto](<https://devfeed.tech/sources/virtualization-howto.md>)

Topics: [Docker](<https://devfeed.tech/topics/docker.md>), [Docker Compose](<https://devfeed.tech/topics/docker-compose.md>), [Homelab](<https://devfeed.tech/topics/homelab.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [GitOps](<https://devfeed.tech/topics/gitops.md>)

Tags: [containers](<https://devfeed.tech/tags/containers.md>), [docker](<https://devfeed.tech/tags/docker.md>), [docker-compose](<https://devfeed.tech/tags/docker-compose.md>), [gitops](<https://devfeed.tech/tags/gitops.md>), [home-lab](<https://devfeed.tech/tags/home-lab.md>), [home-server](<https://devfeed.tech/tags/home-server.md>), [open-source](<https://devfeed.tech/tags/open-source.md>)

### AI overview

The article explains how Komodo, an open source platform, can centrally manage Docker servers, containers, Compose stacks, and deployments across multiple hosts, reducing the need to update each stack manually.

### Source excerpt

There are SO many tools out there that allow you to keep your containers updated and I have used just about all of them, including Watchtower, Dockcheck, and others. Running... The post I Stopped Manually Updating My Docker Container Stacks. I Use This Instead appeared first on Virtualization Howto.

## Claims About RubyGems Caching and RubyDoc Code Execution

DevFeed: [Claims About RubyGems Caching and RubyDoc Code Execution](<https://devfeed.tech/articles/what-a-time-to-be-alive-39007.md>)

Original publisher: [Read original article](<https://tenderlovemaking.com/2026/09/11/what-a-time-to-be-alive/>)

Published: 2026-09-12T00:02:11Z

Content type: opinion

Language: en

Sources: [Aaron Patterson](<https://devfeed.tech/sources/aaron-patterson.md>)

Topics: [rubygems](<https://devfeed.tech/topics/rubygems.md>), [Caching](<https://devfeed.tech/topics/caching.md>), [vulnerability](<https://devfeed.tech/topics/vulnerability.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Web Scraping](<https://devfeed.tech/topics/web-scraping.md>)

Tags: [caching](<https://devfeed.tech/tags/caching.md>), [docker](<https://devfeed.tech/tags/docker.md>), [rubygems](<https://devfeed.tech/tags/rubygems.md>), [scraping](<https://devfeed.tech/tags/scraping.md>), [vulnerability](<https://devfeed.tech/tags/vulnerability.md>)

### AI overview

An opinion post discusses alleged RubyGems activity involving a caching vulnerability and web scraping. It also describes how published gems can cause RubyDoc.info to run YARD-loaded code in a networked Docker container.

### Source excerpt

Today Reuters and the Wall Street Journal both reported about rogue AI agents at OpenAI attacking RubyGems.org. https://www.rubyhack.ai/ has an amazing writeup, and you should read it. I just wanted to make a quick post about it because it's wild. TL;DR: It seems like OpenAI Bots knew about the RubyGems caching vulnerability, tried to take advantage of it, and at the same time ran some weird web scraping code on RubyDoc.info. Back in May, socket.dev reported about a "GemStuffer Campaign" where someone (I guess OpenAI) was uploading tons of junk gems to RubyGems.org. For some reason, the gems would scrape UK government websites, then repackage the data as gems, and attempt to upload them to RubyGems. I honestly didn't think much about this (or even look into it) until Sydney Von Arx and Spencer Kitts (both co-authors on https://www.rubyhack.ai) contacted me asking about RubyGems. I thought the claims they were making were completely outlandish until I actually read the code in these "GemStuffer" gems. After reading the code in these gems, a couple things stood out to me. YARD Documentation First, the gems leverage YARD documentation to execute arbitrary code on host machines. In most of the examples you'll see a .yardopts file that looks like this: --load ./script.rb README.md lib/**/*.rb Here's a link to an example. If you have YARD installed, and you install this gem, then YARD will load and run whatever is in ./script.rb from inside the gem. I think it's pretty common knowledge that C extensions will execute extconf.rb (so you basically have an RCE vector), but I was surprised to find out that a documentation tool would do that too. Nobody is going to install a gem named slnleaker5 though, so why would this matter? Well, any time a Gem is published RubyDoc.info will download the gem and process the YARD documentation. RubyDoc.info will execute the arbitrary code inside a Docker container. The Docker container still has network access though, so these gems could ha

## If I Had 2 Hours for My Home Lab This Weekend, I'd Do These 7 Things

DevFeed: [If I Had 2 Hours for My Home Lab This Weekend, I'd Do These 7 Things](<https://devfeed.tech/articles/if-i-had-2-hours-for-my-home-lab-this-weekend-i-d-do-these-7-things-10494.md>)

Original publisher: [Read original article](<https://www.virtualizationhowto.com/2026/09/if-i-had-2-hours-for-my-home-lab-this-weekend-id-do-these-7-things/>)

Author: Brandon Lee

Published: 2026-09-11T12:53:06Z

Content type: tutorial

Language: en

Sources: [Virtualization Howto](<https://devfeed.tech/sources/virtualization-howto.md>)

Topics: [Homelab](<https://devfeed.tech/topics/homelab.md>), [Proxmox](<https://devfeed.tech/topics/proxmox.md>), [backups](<https://devfeed.tech/topics/backups.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Docker Compose](<https://devfeed.tech/topics/docker-compose.md>)

Tags: [backups](<https://devfeed.tech/tags/backups.md>), [docker](<https://devfeed.tech/tags/docker.md>), [docker-compose](<https://devfeed.tech/tags/docker-compose.md>), [home-lab](<https://devfeed.tech/tags/home-lab.md>), [home-server](<https://devfeed.tech/tags/home-server.md>), [proxmox](<https://devfeed.tech/tags/proxmox.md>), [virtualization](<https://devfeed.tech/tags/virtualization.md>)

### AI overview

A practical two-hour home lab maintenance plan covering selective updates, backup verification, storage health, reboot checks, and focused remediation. It discusses Proxmox hosts, Docker images, Docker Compose stacks, and optional automatic updates.

### Source excerpt

Let's face it, our time in the home lab among other things we have going on in our lives and families may be hard to come by and there are... The post If I Had 2 Hours for My Home Lab This Weekend, I'd Do These 7 Things appeared first on Virtualization Howto.

## Alternative text in attachments and more

DevFeed: [Alternative text in attachments and more](<https://devfeed.tech/articles/alternative-text-in-attachments-and-more-3564.md>)

Original publisher: [Read original article](<https://rubyonrails.org/2026/9/11/this-week-in-rails>)

Author: Wojtek

Published: 2026-09-11T00:00:00Z

Content type: news

Language: en

Sources: [Ruby on Rails: Compress the complexity of modern web apps](<https://devfeed.tech/sources/ruby-on-rails-compress-the-complexity-of-modern-web-apps.md>)

Topics: [Accessibility](<https://devfeed.tech/topics/accessibility.md>), [Docker](<https://devfeed.tech/topics/docker.md>)

Tags: [docker](<https://devfeed.tech/tags/docker.md>), [github](<https://devfeed.tech/tags/github.md>), [guide](<https://devfeed.tech/tags/guide.md>), [html](<https://devfeed.tech/tags/html.md>), [news](<https://devfeed.tech/tags/news.md>), [ruby](<https://devfeed.tech/tags/ruby.md>), [updates](<https://devfeed.tech/tags/updates.md>)

### AI overview

A Rails weekly update highlights alternative text support for Action Text attachments, generated error-page handling, a Docker entrypoint fix, and guide updates.

### Source excerpt

Hi, Wojtek here. If you're in Austin for Rails World, be sure to collect our newsletter stickers. See you there!

## 6 Benefits of Sandbox Environments (and How Docker Sandboxes Delivers Them)

DevFeed: [6 Benefits of Sandbox Environments (and How Docker Sandboxes Delivers Them)](<https://devfeed.tech/articles/6-benefits-of-sandbox-environments-and-how-docker-sandboxes-delivers-them-4586.md>)

Original publisher: [Read original article](<https://www.docker.com/blog/benefits-of-sandbox-environments/>)

Author: Kevin Wittek

Published: 2026-09-08T23:05:55Z

Content type: article

Language: en

Sources: [Docker](<https://devfeed.tech/sources/docker.md>)

Topics: [Docker](<https://devfeed.tech/topics/docker.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>)

Tags: [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-ml](<https://devfeed.tech/tags/ai-ml.md>), [autonomous](<https://devfeed.tech/tags/autonomous.md>), [concepts](<https://devfeed.tech/tags/concepts.md>), [docker-ai-governance](<https://devfeed.tech/tags/docker-ai-governance.md>), [docker-sandboxes](<https://devfeed.tech/tags/docker-sandboxes.md>), [linux](<https://devfeed.tech/tags/linux.md>), [policy](<https://devfeed.tech/tags/policy.md>), [products](<https://devfeed.tech/tags/products.md>), [sandbox](<https://devfeed.tech/tags/sandbox.md>), [secrets](<https://devfeed.tech/tags/secrets.md>)

### AI overview

The article explains how Docker Sandboxes isolate untrusted code and autonomous AI agents from host machines and external systems. It highlights runtime policy controls, credential handling, disposability, and microVM-based isolation.

### Source excerpt

Learn about the key benefits of sandbox environments with Docker including isolation, definable controls, secrets credential handling, and more.

## 7 Simple Home Lab HA Projects for This Weekend

DevFeed: [7 Simple Home Lab HA Projects for This Weekend](<https://devfeed.tech/articles/7-simple-home-lab-ha-projects-for-this-weekend-10486.md>)

Original publisher: [Read original article](<https://www.virtualizationhowto.com/2026/09/7-simple-home-lab-ha-projects-for-this-weekend/>)

Author: Brandon Lee

Published: 2026-09-05T12:22:03Z

Content type: tutorial

Language: en

Sources: [Virtualization Howto](<https://devfeed.tech/sources/virtualization-howto.md>)

Topics: [Homelab](<https://devfeed.tech/topics/homelab.md>), [Availability](<https://devfeed.tech/topics/availability.md>), [Pi-hole](<https://devfeed.tech/topics/pihole.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Containers](<https://devfeed.tech/topics/containers.md>)

Tags: [availability](<https://devfeed.tech/tags/availability.md>), [containers](<https://devfeed.tech/tags/containers.md>), [dns](<https://devfeed.tech/tags/dns.md>), [docker](<https://devfeed.tech/tags/docker.md>), [high-availability](<https://devfeed.tech/tags/high-availability.md>), [home-lab](<https://devfeed.tech/tags/home-lab.md>), [home-server](<https://devfeed.tech/tags/home-server.md>), [server](<https://devfeed.tech/tags/server.md>), [servers](<https://devfeed.tech/tags/servers.md>)

### AI overview

This article presents seven simple high-availability projects for a home lab. Its detailed example recommends running two DNS servers, separating them across Docker hosts, configuring primary and secondary DNS addresses, and synchronizing the DNS platforms.

### Source excerpt

A lot of times we think about high availability being some complicated or complex thing that we just think in the home lab it isn't worth doing. However, HA doesn't... The post 7 Simple Home Lab HA Projects for This Weekend appeared first on Virtualization Howto.

## I Thought Keepalived Only Protected My Home Lab Servers. Then I Found Track Scripts

DevFeed: [I Thought Keepalived Only Protected My Home Lab Servers. Then I Found Track Scripts](<https://devfeed.tech/articles/i-thought-keepalived-only-protected-my-home-lab-servers-then-i-found-track-scripts-10491.md>)

Original publisher: [Read original article](<https://www.virtualizationhowto.com/2026/09/i-thought-keepalived-only-protected-my-home-lab-servers-then-i-found-track-scripts/>)

Author: Brandon Lee

Published: 2026-09-04T12:32:34Z

Content type: tutorial

Language: en

Sources: [Virtualization Howto](<https://devfeed.tech/sources/virtualization-howto.md>)

Topics: [Homelab](<https://devfeed.tech/topics/homelab.md>), [Availability](<https://devfeed.tech/topics/availability.md>), [Linux](<https://devfeed.tech/topics/linux.md>), [Proxmox](<https://devfeed.tech/topics/proxmox.md>), [Network](<https://devfeed.tech/topics/network.md>), [Protocol (disambiguation)](<https://devfeed.tech/topics/protocol.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Server](<https://devfeed.tech/topics/server.md>), [configuration](<https://devfeed.tech/topics/configuration.md>)

Tags: [availability](<https://devfeed.tech/tags/availability.md>), [dns](<https://devfeed.tech/tags/dns.md>), [docker](<https://devfeed.tech/tags/docker.md>), [high-availability](<https://devfeed.tech/tags/high-availability.md>), [home-lab](<https://devfeed.tech/tags/home-lab.md>), [home-server](<https://devfeed.tech/tags/home-server.md>), [linux](<https://devfeed.tech/tags/linux.md>), [network](<https://devfeed.tech/tags/network.md>), [proxmox](<https://devfeed.tech/tags/proxmox.md>), [servers](<https://devfeed.tech/tags/servers.md>), [virtualization](<https://devfeed.tech/tags/virtualization.md>)

### AI overview

The article explains how Keepalived provides high availability for home lab servers by moving a virtual IP address between Proxmox hosts using VRRP. It focuses on track scripts, which allow failover decisions based on application-level checks rather than only complete server failure, with Docker-based DNS services as an example.

### Source excerpt

I have used Keepalived in my home lab for quite some time and most of the time, I have thought of it in a very simple way as to what... The post I Thought Keepalived Only Protected My Home Lab Servers. Then I Found Track Scripts appeared first on Virtualization Howto.

## Secretspec 0.20

DevFeed: [Secretspec 0.20](<https://devfeed.tech/articles/secretspec-0-20-31366.md>)

Original publisher: [Read original article](<https://discourse.nixos.org/t/secretspec-0-20/79863>)

Author: domenkozar

Published: 2026-08-31T19:28:39Z

Content type: release

Language: en

Sources: [Announcements - NixOS Discourse](<https://devfeed.tech/sources/announcements-nixos-discourse.md>)

Topics: [Nix](<https://devfeed.tech/topics/nix.md>), [Git](<https://devfeed.tech/topics/git.md>), [Docker](<https://devfeed.tech/topics/docker.md>)

Tags: [announcements](<https://devfeed.tech/tags/announcements.md>), [dependencies](<https://devfeed.tech/tags/dependencies.md>), [docker](<https://devfeed.tech/tags/docker.md>), [git](<https://devfeed.tech/tags/git.md>), [refactoring](<https://devfeed.tech/tags/refactoring.md>), [security](<https://devfeed.tech/tags/security.md>), [split](<https://devfeed.tech/tags/split.md>)

### AI overview

SecretSpec 0.20 was released with five new providers, Git and Docker credential helpers, planned resolver IPC for Nix without introducing new dependencies, and separated secrets-handling refactoring in Nix.

### Source excerpt

We've released secretspec 0.20, which includes 5 new providers, git and Docker credential helpers. Most importantly we're working towards releasing resolver IPC that Nix will be able to use without introducing new dependencies, which was the main review objection to existing PR. We've also split out secrets handling refactoring in Nix (PR). Disclaimer: LLMs have been used 5 posts - 2 participants Read full topic

## Yak-Shaving netlab Podman Support

DevFeed: [Yak-Shaving netlab Podman Support](<https://devfeed.tech/articles/yak-shaving-netlab-podman-support-11433.md>)

Original publisher: [Read original article](<https://blog.ipspace.net/2026/08/yak-shaving-netlab-podman-support/>)

Published: 2026-08-27T05:30:00Z

Content type: article

Language: en

Sources: [ipSpace.net blog](<https://devfeed.tech/sources/ipspace-net-blog.md>)

Topics: [Command-line interface](<https://devfeed.tech/topics/cli.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Ubuntu](<https://devfeed.tech/topics/ubuntu.md>), [Server](<https://devfeed.tech/topics/server.md>)

Tags: [cli](<https://devfeed.tech/tags/cli.md>), [docker](<https://devfeed.tech/tags/docker.md>), [netlab](<https://devfeed.tech/tags/netlab.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>), [podman](<https://devfeed.tech/tags/podman.md>), [server](<https://devfeed.tech/tags/server.md>), [ubuntu](<https://devfeed.tech/tags/ubuntu.md>)

### AI overview

The article describes the work required to make netlab support Podman as a runtime. It covers containerlab runtime configuration, Ubuntu-related issues, sudoless operation, Podman's socket-based API, installation automation, Docker-compatible commands, and differences in container visibility between Podman and Docker.

### Source excerpt

Long, long time ago, in a long-forgotten PR adding support for Cumulus VX Ignite runtime, an off-the-cuff remark was made saying, "and this is how you use netlab with Podman". That remark was quietly sitting in the documentation for years until someone (A) tried to use Podman and (B) found enough time to report that it doesn't work with netlab. I don't know what that tells us: either very few people use Podman, or nobody (apart from a notable exception) cares enough to spend a few minutes telling us stuff doesn't work1. Anyway, based on Joey Buiteweg's wonderful research, I was able to put together a working solution pretty quickly, but it did involve a lot of yak shaving (more bovine details). Read more ...

## Moving from Minimus to Docker Hardened Images

DevFeed: [Moving from Minimus to Docker Hardened Images](<https://devfeed.tech/articles/moving-from-minimus-to-docker-hardened-images-4590.md>)

Original publisher: [Read original article](<https://www.docker.com/blog/moving-from-minimus-to-docker-hardened-images/>)

Author: Vishrut Iyengar

Published: 2026-08-25T22:27:06Z

Content type: article

Language: en

Sources: [Docker](<https://devfeed.tech/sources/docker.md>)

Topics: [Docker Hardened Images](<https://devfeed.tech/topics/docker-hardened-images.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [supply-chain-security](<https://devfeed.tech/topics/supply-chain-security.md>), [Docker Hub](<https://devfeed.tech/topics/docker-hub.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Debian](<https://devfeed.tech/topics/debian.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [apache](<https://devfeed.tech/tags/apache.md>), [ci](<https://devfeed.tech/tags/ci.md>), [community](<https://devfeed.tech/tags/community.md>), [debian](<https://devfeed.tech/tags/debian.md>), [docker](<https://devfeed.tech/tags/docker.md>), [docker-hardened-images](<https://devfeed.tech/tags/docker-hardened-images.md>), [docker-hub](<https://devfeed.tech/tags/docker-hub.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [guide](<https://devfeed.tech/tags/guide.md>), [migration](<https://devfeed.tech/tags/migration.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [products](<https://devfeed.tech/tags/products.md>), [security](<https://devfeed.tech/tags/security.md>), [solutions](<https://devfeed.tech/tags/solutions.md>), [supply-chain](<https://devfeed.tech/tags/supply-chain.md>), [vulnerabilities](<https://devfeed.tech/tags/vulnerabilities.md>)

### AI overview

Docker explains how Minimus customers can migrate to Docker Hardened Images before the Minimus registry goes offline on October 22, 2026. The article highlights the 60-day maintenance window, free migration assistance, DHI's open-source Apache 2.0 catalog, and a drop-in migration process centered on updating Dockerfile FROM lines.

### Source excerpt

The Minimus registry goes offline on October 22. Here is the migration path, the free help Docker is offering, and where to start.

## MinIO End of Life: How to Stay Patched and Audit-Ready with Docker ELS

DevFeed: [MinIO End of Life: How to Stay Patched and Audit-Ready with Docker ELS](<https://devfeed.tech/articles/minio-end-of-life-how-to-stay-patched-and-audit-ready-with-docker-els-4589.md>)

Original publisher: [Read original article](<https://www.docker.com/blog/minio-end-of-life-how-to-stay-patched-and-audit-ready-with-docker-els/>)

Author: Vishrut Iyengar

Published: 2026-08-24T13:00:00Z

Content type: article

Language: en

Sources: [Docker](<https://devfeed.tech/sources/docker.md>)

Topics: [Docker Hardened Images](<https://devfeed.tech/topics/docker-hardened-images.md>), [open-source-security](<https://devfeed.tech/topics/open-source-security.md>), [Security](<https://devfeed.tech/topics/security.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Go](<https://devfeed.tech/topics/go.md>)

Tags: [community](<https://devfeed.tech/tags/community.md>), [docker](<https://devfeed.tech/tags/docker.md>), [docker-hardened-images](<https://devfeed.tech/tags/docker-hardened-images.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [go](<https://devfeed.tech/tags/go.md>), [migration](<https://devfeed.tech/tags/migration.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [open-source-security](<https://devfeed.tech/tags/open-source-security.md>), [production](<https://devfeed.tech/tags/production.md>), [products](<https://devfeed.tech/tags/products.md>), [releases](<https://devfeed.tech/tags/releases.md>), [security](<https://devfeed.tech/tags/security.md>), [solutions](<https://devfeed.tech/tags/solutions.md>)

### AI overview

Docker's Extended Lifecycle Support keeps MinIO patched and audit-ready after the project's upstream end of life. The article explains how Docker maintains hardened images, tracks CVEs across MinIO and its Go dependencies, backports fixes, and supports teams that cannot immediately migrate their production object storage.

### Source excerpt

MinIO reached end of life in February 2026. Docker Extended Lifecycle Support (ELS) keeps end-of-life software like it patched, compliant, and audit-ready for up to five years, covering versions upstream no longer supports all the way up to entire projects.

## API Mocking and Testing With Microcks

DevFeed: [API Mocking and Testing With Microcks](<https://devfeed.tech/articles/api-mocking-and-testing-with-microcks-4497.md>)

Original publisher: [Read original article](<https://www.baeldung.com/java-microks-api-mocking-testing>)

Author: Andrei Branza

Published: 2026-08-22T23:20:24Z

Content type: tutorial

Language: en

Sources: [Baeldung](<https://devfeed.tech/sources/baeldung.md>)

Topics: [Mocking](<https://devfeed.tech/topics/mocking.md>), [Testcontainers](<https://devfeed.tech/topics/testcontainers.md>), [API](<https://devfeed.tech/topics/api.md>), [OpenAPI Specification](<https://devfeed.tech/topics/openapi.md>), [Microservices](<https://devfeed.tech/topics/microservices.md>), [Docker Compose](<https://devfeed.tech/topics/docker-compose.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Kafka](<https://devfeed.tech/topics/kafka.md>), [Amazon Simple Queue Service (SQS)](<https://devfeed.tech/topics/amazon-simple-queue-service-sqs.md>), [GraphQL](<https://devfeed.tech/topics/graphql.md>), [gRPC](<https://devfeed.tech/topics/grpc.md>), [Jenkins](<https://devfeed.tech/topics/jenkins.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [compose](<https://devfeed.tech/tags/compose.md>), [docker](<https://devfeed.tech/tags/docker.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [kafka](<https://devfeed.tech/tags/kafka.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [mocking](<https://devfeed.tech/tags/mocking.md>), [openapi](<https://devfeed.tech/tags/openapi.md>), [popular](<https://devfeed.tech/tags/popular.md>), [testcontainers](<https://devfeed.tech/tags/testcontainers.md>), [testing](<https://devfeed.tech/tags/testing.md>), [testing-popular-testcontainers](<https://devfeed.tech/tags/testing-popular-testcontainers.md>)

### AI overview

This tutorial explains how to use Microcks with Testcontainers to generate API mocks from contracts and run conformance tests against real implementations. It covers importing an OpenAPI contract, starting Microcks in a JUnit 5 test, calling generated mock endpoints, and integrating mocking and testing into delivery workflows.

### Source excerpt

Learn how to use Testcontainers integration to spin up Microcks inside a JUnit5 test. The post API Mocking and Testing With Microcks first appeared on Baeldung.

## Manage Vercel Container Registry with Vercel CLI

DevFeed: [Manage Vercel Container Registry with Vercel CLI](<https://devfeed.tech/articles/manage-vercel-container-registry-with-vercel-cli-1004.md>)

Original publisher: [Read original article](<https://vercel.com/changelog/manage-vercel-container-registry-with-vercel-cli>)

Author: Andy Waller

Published: 2026-08-20T00:00:00Z

Content type: release

Language: en

Sources: [Vercel News](<https://devfeed.tech/sources/vercel-news.md>)

Topics: [Vercel](<https://devfeed.tech/topics/vercel.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Tooling](<https://devfeed.tech/topics/tooling.md>)

Tags: [buildah](<https://devfeed.tech/tags/buildah.md>), [cli](<https://devfeed.tech/tags/cli.md>), [container-registry](<https://devfeed.tech/tags/container-registry.md>), [docker](<https://devfeed.tech/tags/docker.md>), [images](<https://devfeed.tech/tags/images.md>), [podman](<https://devfeed.tech/tags/podman.md>), [registry](<https://devfeed.tech/tags/registry.md>), [vercel](<https://devfeed.tech/tags/vercel.md>)

### AI overview

Vercel CLI now provides a vcr command group for managing Vercel Container Registry. Developers can connect existing container tools, authenticate with a short-lived project-scoped token, build and push images, create repositories, and inspect repositories, images, and tags.

### Source excerpt

You can now manage Vercel Container Registry with Vercel CLI. The new vercel vcr command group lets you: Connect your existing container tooling Build and push images in one step Create and inspect repositories, images, and tags Authenticate your container tooling, such as Docker, Podman, or Buildah, with a short-lived token scoped to your project. Then build and push: The credentials go to Docker itself, so your existing tooling can push to VCR with standard commands: Repositories are created automatically the first time you push, or explicitly with vercel vcr add. From there, you can list what's stored and inspect individual images and tags: Update to the latest Vercel CLI with pnpm i -g vercel@latest and read the Container Registry docs to get started. Read more

## How to reduce Rails boot time with require-profiler and Bootsnap

DevFeed: [How to reduce Rails boot time with require-profiler and Bootsnap](<https://devfeed.tech/articles/get-in-human-cut-rails-boot-time-with-require-profiler-and-this-guide-19783.md>)

Original publisher: [Read original article](<https://evilmartians.com/chronicles/get-in-human-cut-rails-boot-time-with-require-profiler-and-this-guide>)

Author: Travis Turner (richardturner@evilmartians.com)

Published: 2026-08-19T00:00:00Z

Content type: tutorial

Language: en

Sources: [Evil Martians](<https://devfeed.tech/sources/evil-martians.md>)

Topics: [Rails](<https://devfeed.tech/topics/rails.md>), [Optimization](<https://devfeed.tech/topics/optimization.md>), [Ruby](<https://devfeed.tech/topics/ruby.md>), [Instrumentation](<https://devfeed.tech/topics/instrumentation.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Development](<https://devfeed.tech/topics/development.md>)

Tags: [development](<https://devfeed.tech/tags/development.md>), [docker](<https://devfeed.tech/tags/docker.md>), [dx](<https://devfeed.tech/tags/dx.md>), [instrumentation](<https://devfeed.tech/tags/instrumentation.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [performance](<https://devfeed.tech/tags/performance.md>), [rails](<https://devfeed.tech/tags/rails.md>), [ruby](<https://devfeed.tech/tags/ruby.md>)

### AI overview

This guide explains how to profile and reduce Rails application boot time using require-profiler, sampling profilers, and Bootsnap. It describes profiling results from real projects, including a 40% reduction for a 200-component monolith, and covers cache precompilation and verification in Docker-based production builds.

### Source excerpt

Rails boot time is a DX metric in the AI age: meet require-profiler, learn to actually read sampling profilers, and see the pit stop that cut a 200-component monolith's boot by 40%.

## From a Raw Shell to a Sandboxed Coding Agent

DevFeed: [From a Raw Shell to a Sandboxed Coding Agent](<https://devfeed.tech/articles/from-a-raw-shell-to-a-sandboxed-coding-agent-18302.md>)

Original publisher: [Read original article](<https://www.decodingai.com/p/run-coding-agents-safely>)

Author: Paul Iusztin

Published: 2026-08-18T11:02:59Z

Content type: tutorial

Language: en

Sources: [Decoding ML](<https://devfeed.tech/sources/decoding-ml.md>)

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [LangChain](<https://devfeed.tech/topics/langchain.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [computer-use](<https://devfeed.tech/topics/computer-use.md>), [codex](<https://devfeed.tech/topics/codex.md>), [Python](<https://devfeed.tech/topics/python.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-evals](<https://devfeed.tech/tags/ai-evals.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [claude](<https://devfeed.tech/tags/claude.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [codex](<https://devfeed.tech/tags/codex.md>), [coding](<https://devfeed.tech/tags/coding.md>), [coding-agents](<https://devfeed.tech/tags/coding-agents.md>), [computer-use](<https://devfeed.tech/tags/computer-use.md>), [docker](<https://devfeed.tech/tags/docker.md>), [guide](<https://devfeed.tech/tags/guide.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [python](<https://devfeed.tech/tags/python.md>), [terminal](<https://devfeed.tech/tags/terminal.md>)

### AI overview

A tutorial on isolating coding-agent tools inside local Docker or remote Modal sandboxes. It explains how to build a Python harness that safely executes commands and supports remote, parallel agent workflows.

### Source excerpt

The guide to isolating your harness and safely executing its commands, locally or remotely.

## Podman 6.1.0: Volume Renaming, Machine Restarts, and a Long List of Bug Fixes

DevFeed: [Podman 6.1.0: Volume Renaming, Machine Restarts, and a Long List of Bug Fixes](<https://devfeed.tech/articles/podman-6-1-0-volume-renaming-machine-restarts-and-a-long-list-of-bug-fixes-12850.md>)

Original publisher: [Read original article](<https://blog.podman.io/2026/08/podman-6-1-0-volume-renaming-machine-restarts-and-a-long-list-of-bug-fixes/>)

Author: Mohan Boddu

Published: 2026-08-17T19:51:34Z

Content type: release

Language: en

Sources: [blog.podman.io](<https://devfeed.tech/sources/blog-podman-io.md>)

Topics: [podman](<https://devfeed.tech/topics/podman.md>), [podman machine](<https://devfeed.tech/topics/podman-machine.md>), [API](<https://devfeed.tech/topics/api.md>), [Containers](<https://devfeed.tech/topics/containers.md>), [macOS](<https://devfeed.tech/topics/macos.md>), [Windows](<https://devfeed.tech/topics/windows.md>), [Windows Subsystem for Linux](<https://devfeed.tech/topics/wsl.md>), [Docker](<https://devfeed.tech/topics/docker.md>)

Tags: [announcement](<https://devfeed.tech/tags/announcement.md>), [api](<https://devfeed.tech/tags/api.md>), [articles](<https://devfeed.tech/tags/articles.md>), [blog](<https://devfeed.tech/tags/blog.md>), [bug-fixes](<https://devfeed.tech/tags/bug-fixes.md>), [buildah](<https://devfeed.tech/tags/buildah.md>), [containers](<https://devfeed.tech/tags/containers.md>), [docker](<https://devfeed.tech/tags/docker.md>), [macos](<https://devfeed.tech/tags/macos.md>), [new-feature](<https://devfeed.tech/tags/new-feature.md>), [podman](<https://devfeed.tech/tags/podman.md>), [podman-desktop](<https://devfeed.tech/tags/podman-desktop.md>), [podman-machine](<https://devfeed.tech/tags/podman-machine.md>), [release](<https://devfeed.tech/tags/release.md>), [releases](<https://devfeed.tech/tags/releases.md>), [update](<https://devfeed.tech/tags/update.md>), [volume](<https://devfeed.tech/tags/volume.md>), [windows](<https://devfeed.tech/tags/windows.md>), [wsl](<https://devfeed.tech/tags/wsl.md>)

### AI overview

Podman 6.1.0 adds volume renaming, a dedicated podman machine restart command, idempotent network removal, retry options for manifest pushes, improved Kubernetes healthcheck mapping, WSL port-forwarding support, IPv6 forwarding fixes, and free-memory reporting. It also improves Docker-compatible API behavior and includes numerous bug fixes and dependency updates.

### Source excerpt

Podman 6.1.0 is here, and while it's not a flashy release, it's the kind of update that quietly makes day-to-day container work smoother. This release focuses on rounding out long-requested quality-of-life commands, tightening up podman machine reliability across Windows, macOS, and WSL, and squashing a healthy batch of bugs in Quadlet, healthchecks, and the API [...]

## sbx: Sandboxed Claude, complete with PHP and tools

DevFeed: [sbx: Sandboxed Claude, complete with PHP and tools](<https://devfeed.tech/articles/sbx-sandboxed-claude-complete-with-php-and-tools-33289.md>)

Original publisher: [Read original article](<https://freek.dev/3175-sbx-sandboxed-claude-complete-with-php-and-tools>)

Author: Freek Van der Herten (freek@spatie.be)

Published: 2026-08-10T10:30:04Z

Content type: tutorial

Language: en

Sources: [freek.dev - all blogposts](<https://devfeed.tech/sources/freek-dev-all-blogposts.md>)

Topics: [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [PHP](<https://devfeed.tech/topics/php.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-coding-agents](<https://devfeed.tech/tags/ai-coding-agents.md>), [claude](<https://devfeed.tech/tags/claude.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [docker](<https://devfeed.tech/tags/docker.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [php](<https://devfeed.tech/tags/php.md>), [sandboxing](<https://devfeed.tech/tags/sandboxing.md>), [security](<https://devfeed.tech/tags/security.md>), [setup](<https://devfeed.tech/tags/setup.md>), [tools](<https://devfeed.tech/tags/tools.md>)

### AI overview

A practical walkthrough of running Claude Code inside Docker's new sbx sandbox, including a custom PHP setup and additional tools for open source work. It also explains why sandboxing AI coding agents can be a sensible default.

### Source excerpt

A practical walkthrough for running Claude Code inside Docker's new sbx sandbox, with a custom PHP setup and extra tools for open source work. Benjamin also explains why sandboxing AI coding agents is the sensible default. Read more

[Next page](<https://devfeed.tech/topics/docker.md?cursor=WyIyMDI2LTA4LTEwVDEwOjMwOjA0KzAwOjAwIiwgIjNhNGI3N2Y5LTVjNDEtNDhhMC05MDkzLTQ3ZjZjNGZlZDMyOSJd>)