# .env file security

Published articles for .env file security.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## JDK 27 Runtime Updates Release Notes

DevFeed: [JDK 27 Runtime Updates Release Notes](<https://devfeed.tech/articles/jdk-27-runtime-updates-release-notes-15132.md>)

Original publisher: [Read original article](<https://inside.java/2026/09/12/jdk-27-runtime-updates/>)

Author: Billy Korando

Published: 2026-09-12T00:00:00Z

Content type: release

Language: en

Sources: [Inside Java](<https://devfeed.tech/sources/inside-java.md>)

Topics: [JDK 27](<https://devfeed.tech/topics/jdk-27.md>), [Release notes](<https://devfeed.tech/topics/release-notes.md>), [releases](<https://devfeed.tech/topics/releases.md>), [Java](<https://devfeed.tech/topics/java.md>)

Tags: [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [gc](<https://devfeed.tech/tags/gc.md>), [jdk-27](<https://devfeed.tech/tags/jdk-27.md>), [memory](<https://devfeed.tech/tags/memory.md>), [net-conf](<https://devfeed.tech/tags/net-conf.md>), [passwords](<https://devfeed.tech/tags/passwords.md>), [performance](<https://devfeed.tech/tags/performance.md>), [release](<https://devfeed.tech/tags/release.md>), [release-notes](<https://devfeed.tech/tags/release-notes.md>)

### AI overview

This article reviews runtime updates in JDK 27, including G1GC becoming the default garbage collector in all cases, Compact Object Headers being enabled by default, and improved JFR redaction and filtering for sensitive information such as passwords and API keys.

### Source excerpt

Let's review the performance updates, new runtime features, and other changes to existing features that are in the JDK 27 release!

## Build an AI Voice Assistant with Twilio Voice and Media Streams, OpenAI's GPT-Live API, and Node.js

DevFeed: [Build an AI Voice Assistant with Twilio Voice and Media Streams, OpenAI's GPT-Live API, and Node.js](<https://devfeed.tech/articles/build-an-ai-voice-assistant-with-twilio-voice-and-media-streams-openai-s-gpt-live-api-and-node-js-16093.md>)

Original publisher: [Read original article](<https://www.twilio.com/en-us/blog/developers/tutorials/integrations/voice-ai-assistant-openai-gpt-live-1-node>)

Author: Paul Kamp

Published: 2026-09-10T00:00:00Z

Content type: tutorial

Language: en

Sources: [Twilio Blog](<https://devfeed.tech/sources/twilio-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Node.js](<https://devfeed.tech/topics/node-js.md>), [OpenAI](<https://devfeed.tech/topics/openai.md>), [Streams](<https://devfeed.tech/topics/streams.md>), [API](<https://devfeed.tech/topics/api.md>), [WebSocket](<https://devfeed.tech/topics/websocket.md>), [Fastify](<https://devfeed.tech/topics/fastify.md>), [API keys](<https://devfeed.tech/topics/api-keys.md>), [.env](<https://devfeed.tech/topics/dotenv.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [api](<https://devfeed.tech/tags/api.md>), [audio](<https://devfeed.tech/tags/audio.md>), [developer-insights](<https://devfeed.tech/tags/developer-insights.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [js](<https://devfeed.tech/tags/js.md>), [ngrok](<https://devfeed.tech/tags/ngrok.md>), [node-js](<https://devfeed.tech/tags/node-js.md>), [openai](<https://devfeed.tech/tags/openai.md>), [sign-up](<https://devfeed.tech/tags/sign-up.md>), [streams](<https://devfeed.tech/tags/streams.md>)

### AI overview

This tutorial explains how to build an AI voice assistant that answers phone calls using Twilio Programmable Voice and Media Streams, OpenAI's GPT-Live-1 API, and a Node.js server. It also covers web search and custom function tool calls.

### Source excerpt

Build an AI voice assistant that answers a phone call with Twilio Programmable Voice and Media Streams, powered by OpenAI's GPT-Live-1.

## \[Crypto\] Time-based one-time password (TOTP) for 2FA, part I

DevFeed: [\[Crypto\] Time-based one-time password (TOTP) for 2FA, part I](<https://devfeed.tech/articles/crypto-time-based-one-time-password-totp-for-2fa-part-i-20550.md>)

Original publisher: [Read original article](<https://yurichev.com/blog/TOTP1/>)

Published: 2026-09-09T22:00:00Z

Content type: tutorial

Language: en

Sources: [Dennis Yurichev](<https://devfeed.tech/sources/dennis-yurichev.md>)

Topics: [passwords](<https://devfeed.tech/topics/passwords.md>), [QR Code](<https://devfeed.tech/topics/qrcode.md>), [Google](<https://devfeed.tech/topics/google.md>), [Python](<https://devfeed.tech/topics/python.md>), [Unix](<https://devfeed.tech/topics/unix.md>), [App](<https://devfeed.tech/topics/app.md>), [email](<https://devfeed.tech/topics/email.md>), [Code](<https://devfeed.tech/topics/code.md>)

Tags: [account](<https://devfeed.tech/tags/account.md>), [app](<https://devfeed.tech/tags/app.md>), [argument](<https://devfeed.tech/tags/argument.md>), [backup](<https://devfeed.tech/tags/backup.md>), [code](<https://devfeed.tech/tags/code.md>), [crypto](<https://devfeed.tech/tags/crypto.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [github](<https://devfeed.tech/tags/github.md>), [google](<https://devfeed.tech/tags/google.md>), [password](<https://devfeed.tech/tags/password.md>), [protection](<https://devfeed.tech/tags/protection.md>), [python](<https://devfeed.tech/tags/python.md>), [run](<https://devfeed.tech/tags/run.md>), [server](<https://devfeed.tech/tags/server.md>), [smartphone](<https://devfeed.tech/tags/smartphone.md>), [unix](<https://devfeed.tech/tags/unix.md>)

### AI overview

This tutorial explains how time-based one-time passwords work for two-factor authentication. It covers importing a base32-encoded secret from a QR code into Google Authenticator, generating 6-digit login codes, and calculating them with HMAC-SHA-1 from the secret and Unix time. It also discusses backup codes and securely storing TOTP secrets separately from passwords.

### Source excerpt

[Crypto] Time-based one-time password (TOTP) for 2FA, part I

## How AI-Generated Work Can Shift Complexity to Reviewers

DevFeed: [How AI-Generated Work Can Shift Complexity to Reviewers](<https://devfeed.tech/articles/your-ai-output-is-someone-else-s-input-18937.md>)

Original publisher: [Read original article](<https://www.robinwieruch.de/ai-output-someone-elses-input/>)

Author: Robin Wieruch

Published: 2026-09-01T06:50:46Z

Content type: opinion

Language: en

Sources: [Robin Wieruch](<https://devfeed.tech/sources/robin-wieruch.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Pull Request](<https://devfeed.tech/topics/pull-request.md>), [Localization (l10n)](<https://devfeed.tech/topics/localization.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [agentic-coding-team](<https://devfeed.tech/tags/agentic-coding-team.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-code-review-burden](<https://devfeed.tech/tags/ai-code-review-burden.md>), [ai-engineer](<https://devfeed.tech/tags/ai-engineer.md>), [ai-slop-pull-requests](<https://devfeed.tech/tags/ai-slop-pull-requests.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [review](<https://devfeed.tech/tags/review.md>), [workslop](<https://devfeed.tech/tags/workslop.md>)

### AI overview

This commentary argues that AI-generated output can create additional work when it appears polished but leaves important decisions unresolved. Using pull requests as examples, it discusses number localization and how architectural choices can surface late in review.

### Source excerpt

AI made producing work nearly free, so the job is absorbing complexity before handing work to someone else, with examples from tickets, PRs, and slide decks.

## Build a Video API with Twilio Programmable Video, Node.js, TypeScript, and Express

DevFeed: [Build a Video API with Twilio Programmable Video, Node.js, TypeScript, and Express](<https://devfeed.tech/articles/build-a-video-api-with-twilio-programmable-video-node-js-typescript-and-express-16098.md>)

Original publisher: [Read original article](<https://www.twilio.com/en-us/blog/developers/tutorials/product/build-api-twilio-programmable-video-node-js-typescript-express>)

Author: Mia Adjei

Published: 2026-08-31T00:00:00Z

Content type: tutorial

Language: en

Sources: [Twilio Blog](<https://devfeed.tech/sources/twilio-blog.md>)

Topics: [API](<https://devfeed.tech/topics/api.md>), [Node.js](<https://devfeed.tech/topics/node-js.md>), [Express](<https://devfeed.tech/topics/express.md>), [TypeScript](<https://devfeed.tech/topics/typescript.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [api-js](<https://devfeed.tech/tags/api-js.md>), [api-keys](<https://devfeed.tech/tags/api-keys.md>), [api-node](<https://devfeed.tech/tags/api-node.md>), [api-nodejs](<https://devfeed.tech/tags/api-nodejs.md>), [api-twilio](<https://devfeed.tech/tags/api-twilio.md>), [build](<https://devfeed.tech/tags/build.md>), [build-api](<https://devfeed.tech/tags/build-api.md>), [developer-insights](<https://devfeed.tech/tags/developer-insights.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [express](<https://devfeed.tech/tags/express.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [javascript-api](<https://devfeed.tech/tags/javascript-api.md>), [node](<https://devfeed.tech/tags/node.md>), [node-js](<https://devfeed.tech/tags/node-js.md>), [nodejs](<https://devfeed.tech/tags/nodejs.md>), [nodejs-api](<https://devfeed.tech/tags/nodejs-api.md>), [tutorial](<https://devfeed.tech/tags/tutorial.md>), [twilio-api](<https://devfeed.tech/tags/twilio-api.md>), [twilio-programmable-video](<https://devfeed.tech/tags/twilio-programmable-video.md>), [typescript](<https://devfeed.tech/tags/typescript.md>), [use-api-with-javascript](<https://devfeed.tech/tags/use-api-with-javascript.md>), [video](<https://devfeed.tech/tags/video.md>), [video-api](<https://devfeed.tech/tags/video-api.md>), [video-javascript](<https://devfeed.tech/tags/video-javascript.md>), [video-js](<https://devfeed.tech/tags/video-js.md>)

### AI overview

A tutorial showing how to build an API that creates and manages video rooms programmatically using Twilio Programmable Video, Node.js, TypeScript, and Express.

### Source excerpt

Learn how to create and manage video chat rooms programmatically using Twilio Programmable Video and Node.js.

## How to Use Svelte and Go to Build a Video Chat App

DevFeed: [How to Use Svelte and Go to Build a Video Chat App](<https://devfeed.tech/articles/how-to-use-svelte-and-go-to-build-a-video-chat-app-16100.md>)

Original publisher: [Read original article](<https://www.twilio.com/en-us/blog/developers/tutorials/product/build-video-chat-app-svelte-go>)

Author: Donal Toomey

Published: 2026-08-28T00:00:00Z

Content type: tutorial

Language: en

Sources: [Twilio Blog](<https://devfeed.tech/sources/twilio-blog.md>)

Topics: [Svelte](<https://devfeed.tech/topics/svelte.md>), [Go Language](<https://devfeed.tech/topics/go-language.md>), [Vite](<https://devfeed.tech/topics/vite.md>), [REST API](<https://devfeed.tech/topics/rest-api.md>), [Single-page application (SPA)](<https://devfeed.tech/topics/spa.md>), [Back end](<https://devfeed.tech/topics/backend.md>), [Front end](<https://devfeed.tech/topics/frontend.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [build-video-app](<https://devfeed.tech/tags/build-video-app.md>), [build-video-chat-app](<https://devfeed.tech/tags/build-video-chat-app.md>), [cors](<https://devfeed.tech/tags/cors.md>), [developer-insights](<https://devfeed.tech/tags/developer-insights.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [environment-variables](<https://devfeed.tech/tags/environment-variables.md>), [git](<https://devfeed.tech/tags/git.md>), [go](<https://devfeed.tech/tags/go.md>), [how-can-i-build-a-video-app](<https://devfeed.tech/tags/how-can-i-build-a-video-app.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [how-to-create-video-chat-app](<https://devfeed.tech/tags/how-to-create-video-chat-app.md>), [how-to-make-video-chat-app](<https://devfeed.tech/tags/how-to-make-video-chat-app.md>), [live-video-chat-app](<https://devfeed.tech/tags/live-video-chat-app.md>), [node-js](<https://devfeed.tech/tags/node-js.md>), [npm](<https://devfeed.tech/tags/npm.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [svelte](<https://devfeed.tech/tags/svelte.md>), [twilio-golang](<https://devfeed.tech/tags/twilio-golang.md>), [twilio-programmable-video](<https://devfeed.tech/tags/twilio-programmable-video.md>), [twilio-video](<https://devfeed.tech/tags/twilio-video.md>), [twilio-video-tutorial](<https://devfeed.tech/tags/twilio-video-tutorial.md>), [video-api](<https://devfeed.tech/tags/video-api.md>), [video-app](<https://devfeed.tech/tags/video-app.md>), [video-chat-app](<https://devfeed.tech/tags/video-chat-app.md>), [vite](<https://devfeed.tech/tags/vite.md>)

### AI overview

This tutorial explains how to build a real-time video chat app using Svelte for the frontend, Go for the backend, and the Twilio Video API. It covers the application flow, project setup, dependencies, environment configuration, and credential handling.

### Source excerpt

Build a real-time video chat app with Svelte 5, Vite, and Go using the Twilio Video API.

## Session lifetime is a security control, not a UX setting

DevFeed: [Session lifetime is a security control, not a UX setting](<https://devfeed.tech/articles/session-lifetime-is-a-security-control-not-a-ux-setting-16060.md>)

Original publisher: [Read original article](<https://workos.com/blog/session-lifetime-security-control>)

Author: WorkOS

Published: 2026-08-18T00:00:00Z

Content type: opinion

Language: en

Sources: [WorkOS Blog](<https://devfeed.tech/sources/workos-blog.md>)

Topics: [zoom](<https://devfeed.tech/topics/zoom.md>), [Security](<https://devfeed.tech/topics/security.md>), [Exploit](<https://devfeed.tech/topics/exploit.md>), [bug](<https://devfeed.tech/topics/bug.md>), [configuration](<https://devfeed.tech/topics/configuration.md>)

Tags: [bug](<https://devfeed.tech/tags/bug.md>), [configuration](<https://devfeed.tech/tags/configuration.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [exploit](<https://devfeed.tech/tags/exploit.md>), [rce](<https://devfeed.tech/tags/rce.md>), [security](<https://devfeed.tech/tags/security.md>), [zoom](<https://devfeed.tech/tags/zoom.md>)

### AI overview

This commentary argues that session lifetime should be treated as a security control rather than a user-experience setting. It uses a reported Zoom annotation vulnerability, which allegedly progressed from discovery to a zero-click remote code execution exploit in under 24 hours with fewer than 20 prompts to publicly available AI models, to emphasize the risk of long-lived stolen sessions. It also notes Zoom's fixes, server-side filtering, and the stated limitation involving end-to-end encrypted meetings.

### Source excerpt

A Zoom zero-click RCE went from discovery to working exploit in a day. The exploit took one day; your sessions last longer than that.

## Managing Environment Variables and Secrets in DevOps

DevFeed: [Managing Environment Variables and Secrets in DevOps](<https://devfeed.tech/articles/managing-environment-variables-and-secrets-in-devops-17486.md>)

Original publisher: [Read original article](<https://kodekloud.com/blog/managing-environment-variables-and-secrets-devops/>)

Author: Pramodh Kumar M

Published: 2026-08-01T13:00:47Z

Content type: tutorial

Language: en

Sources: [Kubernetes - KodeKloud Blog | DevOps, Cloud, Kubernetes, AI Tutorials & More](<https://devfeed.tech/sources/kubernetes-kodekloud-blog-devops-cloud-kubernetes-ai-tutorials-more.md>)

Topics: [DevOps](<https://devfeed.tech/topics/devops.md>), [configuration](<https://devfeed.tech/topics/configuration.md>), [GitGuardian](<https://devfeed.tech/topics/gitguardian.md>), [GitHub](<https://devfeed.tech/topics/github.md>), [Terraform](<https://devfeed.tech/topics/terraform.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>)

Tags: [ci-cd-secrets-management](<https://devfeed.tech/tags/ci-cd-secrets-management.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [collaboration](<https://devfeed.tech/tags/collaboration.md>), [collaboration-tools](<https://devfeed.tech/tags/collaboration-tools.md>), [configuration](<https://devfeed.tech/tags/configuration.md>), [container](<https://devfeed.tech/tags/container.md>), [crash](<https://devfeed.tech/tags/crash.md>), [devops](<https://devfeed.tech/tags/devops.md>), [devsecops](<https://devfeed.tech/tags/devsecops.md>), [dynamic-secrets](<https://devfeed.tech/tags/dynamic-secrets.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [environment-variables](<https://devfeed.tech/tags/environment-variables.md>), [gitguardian](<https://devfeed.tech/tags/gitguardian.md>), [github](<https://devfeed.tech/tags/github.md>), [hardcoded-credentials](<https://devfeed.tech/tags/hardcoded-credentials.md>), [hashicorp-vault](<https://devfeed.tech/tags/hashicorp-vault.md>), [jira](<https://devfeed.tech/tags/jira.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [kubernetes-secrets](<https://devfeed.tech/tags/kubernetes-secrets.md>), [leak](<https://devfeed.tech/tags/leak.md>), [managing-environment-variables-and-secrets](<https://devfeed.tech/tags/managing-environment-variables-and-secrets.md>), [rotation](<https://devfeed.tech/tags/rotation.md>), [safety](<https://devfeed.tech/tags/safety.md>), [sealed-secrets](<https://devfeed.tech/tags/sealed-secrets.md>), [secret-rotation](<https://devfeed.tech/tags/secret-rotation.md>), [secret-scanning](<https://devfeed.tech/tags/secret-scanning.md>), [secrets](<https://devfeed.tech/tags/secrets.md>), [secrets-management-best-practices](<https://devfeed.tech/tags/secrets-management-best-practices.md>), [security](<https://devfeed.tech/tags/security.md>), [storage](<https://devfeed.tech/tags/storage.md>), [terraform](<https://devfeed.tech/tags/terraform.md>), [vault](<https://devfeed.tech/tags/vault.md>)

### AI overview

A guide to managing environment variables and secrets in DevOps. It explains how secrets escape through repositories, processes, crash reports, containers, collaboration tools, Kubernetes Secrets, and Terraform state, and discusses storage, access controls, lifecycles, and rotation.

### Source excerpt

Nearly 29 million secrets were pushed to public GitHub in a single year, and most teams still discover their own leaks by accident. Here is how environment variables actually escape, and what to use instead at each stage.

## Hyper-V Machines for Unprivileged Users

DevFeed: [Hyper-V Machines for Unprivileged Users](<https://devfeed.tech/articles/hyper-v-machines-for-unprivileged-users-12847.md>)

Original publisher: [Read original article](<https://blog.podman.io/2026/07/hyper-v-machines-for-unprivileged-users/>)

Author: Mario Loriedo

Published: 2026-07-10T09:55:21Z

Content type: article

Language: en

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

Topics: [podman](<https://devfeed.tech/topics/podman.md>), [Windows](<https://devfeed.tech/topics/windows.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [Provisioning](<https://devfeed.tech/topics/provisioning.md>), [configuration](<https://devfeed.tech/topics/configuration.md>), [Usability](<https://devfeed.tech/topics/usability.md>)

Tags: [announcement](<https://devfeed.tech/tags/announcement.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [new-feature](<https://devfeed.tech/tags/new-feature.md>), [podman](<https://devfeed.tech/tags/podman.md>), [podman-machine](<https://devfeed.tech/tags/podman-machine.md>), [provisioning](<https://devfeed.tech/tags/provisioning.md>), [release](<https://devfeed.tech/tags/release.md>), [terminal](<https://devfeed.tech/tags/terminal.md>), [windows](<https://devfeed.tech/tags/windows.md>), [workflow](<https://devfeed.tech/tags/workflow.md>)

### AI overview

The article describes upcoming Podman 6 improvements for managing Hyper-V-based Podman machines on Windows without full administrator access. After one-time administrative host setup, developers can create, start, stop, remove, and query machines from a standard terminal, including on locked-down corporate laptops. The changes include reuse of Hyper-V socket registry configuration and host pre-provisioning for permissions and required registry entries.

### Source excerpt

For Windows users on Hyper-V, certain common tasks, such as machine creation and removal, required a trip to the IT help desk for administrative approval. With the upcoming release of Podman 6, we are breaking down this barrier. After an initial setup performed by an admin, it will be possible to manage Hyper-V-based Podman machines as a non-administrator, even on locked-down corporate laptops.

## A 1Password Runtime for Local Agents and Desktop Apps

DevFeed: [A 1Password Runtime for Local Agents and Desktop Apps](<https://devfeed.tech/articles/a-1password-runtime-for-local-agents-and-desktop-apps-27121.md>)

Original publisher: [Read original article](<https://antonioleiva.com/1password-runtime-local-agents-desktop-apps>)

Published: 2026-06-24T08:00:00Z

Content type: opinion

Language: en

Sources: [Antonio Leiva](<https://devfeed.tech/sources/antonio-leiva.md>)

Topics: [API keys](<https://devfeed.tech/topics/api-keys.md>), [Automation](<https://devfeed.tech/topics/automation.md>), [App](<https://devfeed.tech/topics/app.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [desktop](<https://devfeed.tech/tags/desktop.md>), [development](<https://devfeed.tech/tags/development.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [secrets](<https://devfeed.tech/tags/secrets.md>), [security](<https://devfeed.tech/tags/security.md>), [shell](<https://devfeed.tech/tags/shell.md>), [vault](<https://devfeed.tech/tags/vault.md>)

### AI overview

The author describes using 1Password as a runtime for local agents and desktop apps. The proposed setup stores references rather than secret values in an environment file, resolves credentials through a wrapper, and limits the service account's access so child processes receive only the variables they need.

### Source excerpt

Everything Android, Kotlin and other random topics

## Android Studio Quail 1 Patch 2 now available

DevFeed: [Android Studio Quail 1 Patch 2 now available](<https://devfeed.tech/articles/android-studio-quail-1-patch-2-now-available-26315.md>)

Original publisher: [Read original article](<https://androidstudio.googleblog.com/2026/06/android-studio-quail-1-patch-2-now.html>)

Author: Android Studio Releaser (noreply@blogger.com)

Published: 2026-06-16T16:56:06Z

Content type: release

Language: en

Sources: [Android Studio Release Updates](<https://devfeed.tech/sources/android-studio-release-updates.md>)

Topics: [Android Studio](<https://devfeed.tech/topics/android-studio.md>), [Android Gradle Plugin](<https://devfeed.tech/topics/android-gradle-plugin.md>), [Release notes](<https://devfeed.tech/topics/release-notes.md>)

Tags: [android](<https://devfeed.tech/tags/android.md>), [android-gradle-plugin](<https://devfeed.tech/tags/android-gradle-plugin.md>), [android-studio](<https://devfeed.tech/tags/android-studio.md>), [bug](<https://devfeed.tech/tags/bug.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [gemini](<https://devfeed.tech/tags/gemini.md>), [providers](<https://devfeed.tech/tags/providers.md>), [stable-channel](<https://devfeed.tech/tags/stable-channel.md>)

### AI overview

Android Studio Quail 1 Patch 2 is available in the Stable channel. The update includes general fixes, including a correction for an issue where adding a local Gemini model provider opened the Gemini/Google Cloud configuration screen instead of the local model configuration.

### Source excerpt

Android Studio Quail 1 Patch 2 is now available in the Stable channel. If you already have an Android Studio build on the Stable channel, you can get the update by clicking Help > Check for Updates (or Android Studio > Check for Updates on macOS). Otherwise, you can download it here. For information on new features and changes in Android Studio Quail 1, see the Android Studio release notes. For details of bugs fixed in each previous release of Android Studio Quail 1, see closed issues. General fixes and features Below is a list of general fixes in Android Studio Quail 1 Patch 2 and Android Gradle Plugin . These are a result of your bug reports, which help us to make Android Studio better. If you encounter a problem, let us know by reporting a bug. You can also vote for an existing issue to indicate that it also affects you. Fixed Issues Gemini Issue #519243465 Model Providers 'Add > Local Provider' opens Gemini/Google Cloud configuration screen instead of local model configuration

## PM Skills 2.0: Red-Team Your Roadmap, Then Check the Code Before You Ship

DevFeed: [PM Skills 2.0: Red-Team Your Roadmap, Then Check the Code Before You Ship](<https://devfeed.tech/articles/pm-skills-2-0-red-team-your-roadmap-then-check-the-code-before-you-ship-39182.md>)

Original publisher: [Read original article](<https://www.productcompass.pm/p/pm-skills-2-red-team-ship>)

Author: Paweł Huryn

Published: 2026-06-05T17:55:04Z

Content type: release

Language: en

Sources: [The Product Compass](<https://devfeed.tech/sources/the-product-compass.md>)

Topics: [Claude](<https://devfeed.tech/topics/claude.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [GitHub](<https://devfeed.tech/topics/github.md>), [test](<https://devfeed.tech/topics/test.md>), [execution](<https://devfeed.tech/topics/execution.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [claude](<https://devfeed.tech/tags/claude.md>), [command](<https://devfeed.tech/tags/command.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [github](<https://devfeed.tech/tags/github.md>), [plugins](<https://devfeed.tech/tags/plugins.md>), [release](<https://devfeed.tech/tags/release.md>), [review](<https://devfeed.tech/tags/review.md>)

### AI overview

PM Skills 2.0 is a free, MIT-licensed Claude marketplace release with 68 skills, 42 commands, and 9 plugins. It adds the /red-team-prd command and an AI Shipping Kit for documenting, auditing, and shipping AI-built applications with human sign-off.

### Source excerpt

68 free Claude skills, 42 commands, 9 plugins. This release adds a new /red-team-prd command and the AI Shipping Kit: a way to document, audit, and ship AI-built apps with human sign-off.

## Git para sysadmins: control de versiones

DevFeed: [Git para sysadmins: control de versiones](<https://devfeed.tech/articles/git-para-sysadmins-control-de-versiones-34058.md>)

Original publisher: [Read original article](<https://tengoping.com/blog/git-control-versiones-sysadmins/>)

Author: Antonio Pérez

Published: 2026-02-16T00:00:00Z

Content type: tutorial

Language: es

Sources: [tengoping.com](<https://devfeed.tech/sources/tengoping-com.md>)

Topics: [Git](<https://devfeed.tech/topics/git.md>), [Linux](<https://devfeed.tech/topics/linux.md>), [Ansible](<https://devfeed.tech/topics/ansible.md>), [nginx](<https://devfeed.tech/topics/nginx.md>), [Firewall](<https://devfeed.tech/topics/firewall.md>), [Terraform](<https://devfeed.tech/topics/terraform.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [Script](<https://devfeed.tech/topics/script.md>), [Terminal](<https://devfeed.tech/topics/terminal.md>), [Gitea](<https://devfeed.tech/topics/gitea.md>), [GitHub](<https://devfeed.tech/topics/github.md>), [GitLab](<https://devfeed.tech/topics/gitlab.md>)

Tags: [ansible](<https://devfeed.tech/tags/ansible.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [firewall](<https://devfeed.tech/tags/firewall.md>), [git](<https://devfeed.tech/tags/git.md>), [github](<https://devfeed.tech/tags/github.md>), [gitlab](<https://devfeed.tech/tags/gitlab.md>), [linux](<https://devfeed.tech/tags/linux.md>), [scripts](<https://devfeed.tech/tags/scripts.md>), [sysadmin](<https://devfeed.tech/tags/sysadmin.md>), [sysadmins](<https://devfeed.tech/tags/sysadmins.md>), [terminal](<https://devfeed.tech/tags/terminal.md>), [terraform](<https://devfeed.tech/tags/terraform.md>)

### AI overview

A practical Spanish-language guide explains how sysadmins can use Git to version server configurations, infrastructure-as-code files, and maintenance scripts. It covers repository setup, commits, branches, remotes, collaboration, and avoiding secrets in version control.

### Source excerpt

Guía práctica de Git para sysadmins: versiona configuraciones, gestiona infraestructura como código y colabora en equipo sin miedo a romper nada.

## SmartShots AI generates and localizes App Store screenshots in ScreenshotWhale

DevFeed: [SmartShots AI generates and localizes App Store screenshots in ScreenshotWhale](<https://devfeed.tech/articles/shortcutting-the-app-store-screenshot-generation-process-for-forever-expiring-50-discount-37924.md>)

Original publisher: [Read original article](<https://newsletter.jorgecastillo.dev/p/shortcutting-the-app-store-screenshot>)

Author: Jorge Castillo

Published: 2026-01-12T12:27:37Z

Content type: release

Language: en

Sources: [Effective Android](<https://devfeed.tech/sources/effective-android.md>)

Topics: [App](<https://devfeed.tech/topics/app.md>), [Mobile](<https://devfeed.tech/topics/mobile.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Development](<https://devfeed.tech/topics/development.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [app](<https://devfeed.tech/tags/app.md>), [app-development](<https://devfeed.tech/tags/app-development.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [generate](<https://devfeed.tech/tags/generate.md>), [mobile](<https://devfeed.tech/tags/mobile.md>), [mobile-apps](<https://devfeed.tech/tags/mobile-apps.md>), [screenshot](<https://devfeed.tech/tags/screenshot.md>)

### AI overview

The article announces SmartShots AI for ScreenshotWhale, a feature that generates App Store screenshots from uploaded images and adds them to an editable project. It also describes automatic localization during export and says the feature is included with the monthly subscription.

### Source excerpt

Removing the final bottleneck for vibe coders building mobile apps 🚀

## Resend Integration with Encore.ts

DevFeed: [Resend Integration with Encore.ts](<https://devfeed.tech/articles/resend-integration-with-encore-ts-17837.md>)

Original publisher: [Read original article](<https://encore.dev/blog/resend-tutorial>)

Author: Ivan Cernja

Published: 2025-12-10T00:00:00Z

Content type: tutorial

Language: en

Sources: [Encore Updates](<https://devfeed.tech/sources/encore-updates.md>)

Topics: [API](<https://devfeed.tech/topics/api.md>), [Back end](<https://devfeed.tech/topics/backend.md>), [Secrets Management](<https://devfeed.tech/topics/secrets-management.md>), [Database](<https://devfeed.tech/topics/database.md>), [React](<https://devfeed.tech/topics/react.md>), [Server](<https://devfeed.tech/topics/server.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [backend](<https://devfeed.tech/tags/backend.md>), [database](<https://devfeed.tech/tags/database.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [integration](<https://devfeed.tech/tags/integration.md>), [secrets-management](<https://devfeed.tech/tags/secrets-management.md>), [testing](<https://devfeed.tech/tags/testing.md>), [webhooks](<https://devfeed.tech/tags/webhooks.md>)

### AI overview

A tutorial showing how to build transactional email functionality with Resend and Encore.ts. It covers sending emails, React Email templates, delivery tracking, webhooks, email-history storage, domain verification, API-key permissions, and secret management.

### Source excerpt

Modern transactional emails for developers

## Validate Environment Variables with Pydantic

DevFeed: [Validate Environment Variables with Pydantic](<https://devfeed.tech/articles/validate-environment-variables-with-pydantic-30865.md>)

Original publisher: [Read original article](<https://www.packetcoders.io/validate-environment-variables-with-pydantic/>)

Author: Rick Donato

Published: 2025-12-02T08:00:19Z

Content type: tutorial

Language: en

Sources: [Packet Coders - Learn Network Automation](<https://devfeed.tech/sources/packet-coders-learn-network-automation.md>)

Topics: [Pydantic](<https://devfeed.tech/topics/pydantic.md>), [Environment Variables](<https://devfeed.tech/topics/environment-variables.md>), [.env](<https://devfeed.tech/topics/dotenv.md>), [Python](<https://devfeed.tech/topics/python.md>)

Tags: [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [environment-variables](<https://devfeed.tech/tags/environment-variables.md>), [python](<https://devfeed.tech/tags/python.md>), [settings](<https://devfeed.tech/tags/settings.md>), [tips](<https://devfeed.tech/tags/tips.md>)

### AI overview

A brief tutorial tip showing how to validate environment variables from .env files with Pydantic before they reach an application. It also notes that this can remove the need to manually call python-dotenv.

### Source excerpt

Tip! Validate your env vars from your .env files before they hit your application by using Pydantic. This also eliminates the need to call python-dotenv manually. Here's an example: # uv add pydantic pydantic-settings python-dotenv from pydantic import Field, AnyHttpUrl, ValidationError from pydantic_settings import BaseSettings,

## Subgraph API Keys and safer deployment pipelines

DevFeed: [Subgraph API Keys and safer deployment pipelines](<https://devfeed.tech/articles/subgraph-api-keys-and-safer-deployment-pipelines-23527.md>)

Original publisher: [Read original article](<https://www.apollographql.com/blog/subgraph-api-keys-and-safer-deployment-pipelines>)

Author: Susannah Kirby

Published: 2025-10-07T07:00:08Z

Content type: release

Language: en

Sources: [Apollo Blog](<https://devfeed.tech/sources/apollo-blog.md>)

Topics: [API keys](<https://devfeed.tech/topics/api-keys.md>), [GraphOS](<https://devfeed.tech/topics/graphos.md>), [CI/CD](<https://devfeed.tech/topics/cicd.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [Security](<https://devfeed.tech/topics/security.md>)

Tags: [announce](<https://devfeed.tech/tags/announce.md>), [announcement](<https://devfeed.tech/tags/announcement.md>), [api](<https://devfeed.tech/tags/api.md>), [api-keys](<https://devfeed.tech/tags/api-keys.md>), [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [graphos](<https://devfeed.tech/tags/graphos.md>)

### AI overview

Apollo announces subgraph API keys for GraphOS. The keys limit permissions to specified subgraphs and variants, making them suitable for CI/CD and deployment workflows and reducing the risk of teams modifying subgraphs outside their ownership.

### Source excerpt

We're thrilled to announce the release of subgraph API keys! Subgraph API keys are designed to scope permissions to a specific subgraph, or set of subgraphs, within your organization's graph, and are ideal for CI/CD workflows. Until now, individual development teams have used Graph API keys in their deployment pipelines, giving them full access to a federated graph.

## Defense in Depth for MCP Servers

DevFeed: [Defense in Depth for MCP Servers](<https://devfeed.tech/articles/defense-in-depth-for-mcp-servers-358.md>)

Original publisher: [Read original article](<https://supabase.com/blog/defense-in-depth-mcp>)

Author: Bil Harmer

Published: 2025-09-16T07:00:00Z

Content type: article

Language: en

Sources: [Supabase Blog](<https://devfeed.tech/sources/supabase-blog.md>)

Topics: [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [Security](<https://devfeed.tech/topics/security.md>), [prompt injection](<https://devfeed.tech/topics/prompt-injection.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Supabase](<https://devfeed.tech/topics/supabase.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>)

Tags: [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [databases](<https://devfeed.tech/tags/databases.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [prompt-injection](<https://devfeed.tech/tags/prompt-injection.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

The article explains how connecting MCP servers and AI agents to live databases can enable prompt injection attacks and expose private data. It advocates defense-in-depth safeguards, especially for solo developers deploying directly against production data, and clarifies that Supabase's MCP implementation is open source and intended for self-hosting or third-party hosting.

### Source excerpt

Learn about the security risks of connecting AI agents to databases and how to implement defense in depth strategies to protect your data from prompt injection attacks.

## Sort Lines in Source Code

DevFeed: [Sort Lines in Source Code](<https://devfeed.tech/articles/sort-lines-in-source-code-23864.md>)

Original publisher: [Read original article](<http://testing.googleblog.com/2025/09/sort-lines-in-source-code.html>)

Author: Google Testing Bloggers (noreply@blogger.com)

Published: 2025-09-15T13:45:00Z

Content type: tutorial

Language: en

Sources: [Google Testing Blog](<https://devfeed.tech/sources/google-testing-blog.md>)

Topics: [Sorting](<https://devfeed.tech/topics/sorting.md>), [Code](<https://devfeed.tech/topics/code.md>), [bug](<https://devfeed.tech/topics/bug.md>), [configuration](<https://devfeed.tech/topics/configuration.md>)

Tags: [bug](<https://devfeed.tech/tags/bug.md>), [code](<https://devfeed.tech/tags/code.md>), [config](<https://devfeed.tech/tags/config.md>), [configuration](<https://devfeed.tech/tags/configuration.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [git](<https://devfeed.tech/tags/git.md>), [kyle-freeman](<https://devfeed.tech/tags/kyle-freeman.md>), [sorting](<https://devfeed.tech/tags/sorting.md>), [tott](<https://devfeed.tech/tags/tott.md>)

### AI overview

This Google Tech on the Toilet article explains how duplicate configuration flags can cause bugs and shows how the keep-sorted tool can sort source code, configuration, and text files to make such errors easier to spot and maintain.

### Source excerpt

This article was adapted from a Google Tech on the Toilet (TotT) episode. You can download a printer-friendly version of this TotT episode and post it in your office. By Kyle Freeman Imagine you're adding a two-player mode to a game. When testing the feature, you launch the game but don't see the option to add a second player. The configuration looks correct; you enabled two-player mode on the last line! So what happened? Can you spot the bug in the following example? allow_warping: false enable_two_players: false show_end_credits: true enable_frost_band: false enable_two_players: true Using keep-sorted (github.com/google/keep-sorted) to sort lines makes the error easy to spot: the flag enable_two_players is set twice, with different values: # keep-sorted start allow_warping: false enable_frost_band: false enable_two_players: false enable_two_players: true show_end_credits: true # keep-sorted end Sorted lists and lines of code are easier to read and maintain, and can help prevent bugs. To use keep-sorted in your source code, config, and text files, install keep-sorted and then follow these instructions: Add keep-sorted start and keep-sorted end comments in your file, surrounding the lines you want to sort. Run keep-sorted: keep-sorted [file1] [file2] ... (Optional) Add keep-sorted to your pre-commit so it runs automatically on git commit You can add options to override default behavior. For example, you can ignore case, sort numerically, order by prefixes, and even sort by regular expressions: bosses := []int{ // keep-sorted start by_regex=//.* 111213, // Aethon Annie 52816, // Blazing Benny 711, // Daisy Dragon 1003, // Kenzie Kraken // keep-sorted end } Remember: before sorting, ensure the original order isn't intentional. For example, order can be critical when loading dependencies.

## LLM chat UIs that support MCP

DevFeed: [LLM chat UIs that support MCP](<https://devfeed.tech/articles/llm-chat-uis-that-support-mcp-5388.md>)

Original publisher: [Read original article](<https://clickhouse.com/blog/llm-chat-mcp-support>)

Author: Mark Needham

Published: 2025-08-12T00:00:00Z

Content type: tutorial

Language: en

Sources: [ClickHouse Blog](<https://devfeed.tech/sources/clickhouse-blog.md>)

Topics: [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [clickhouse](<https://devfeed.tech/topics/clickhouse.md>), [Docker Compose](<https://devfeed.tech/topics/docker-compose.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [API keys](<https://devfeed.tech/topics/api-keys.md>), [YAML](<https://devfeed.tech/topics/yaml.md>), [Retrieval Augmented Generation (RAG)](<https://devfeed.tech/topics/retrieval-augmented-generation-rag.md>), [MongoDB](<https://devfeed.tech/topics/mongodb.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>)

Tags: [clickhouse](<https://devfeed.tech/tags/clickhouse.md>), [compose](<https://devfeed.tech/tags/compose.md>), [docker](<https://devfeed.tech/tags/docker.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [llm](<https://devfeed.tech/tags/llm.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mongodb](<https://devfeed.tech/tags/mongodb.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [rag](<https://devfeed.tech/tags/rag.md>), [yaml](<https://devfeed.tech/tags/yaml.md>)

### AI overview

This guide examines MCP compatibility in four open-source ChatGPT-style applications: LibreChat, AnythingLLM, Open WebUI, and Chainlit. It focuses on LibreChat's MCP support and explains deployment and setup using Docker, YAML configuration, API keys, and related services.

### Source excerpt

We explore four popular open-source ChatGPT-style apps - LibreChat, AnythingLLM, Open WebUI, and Chainlit - through MCP compatibility.

## Getting started with MLflow

DevFeed: [Getting started with MLflow](<https://devfeed.tech/articles/getting-started-with-mlflow-28599.md>)

Original publisher: [Read original article](<https://www.marvelousmlops.io/p/getting-started-with-mlflow>)

Author: Maria Vechtomova

Published: 2025-07-30T13:47:51Z

Content type: tutorial

Language: en

Sources: [MarvelousMLOps](<https://devfeed.tech/sources/marvelousmlops.md>)

Topics: [databricks](<https://devfeed.tech/topics/databricks.md>), [MLOps](<https://devfeed.tech/topics/mlops.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [Filesystems](<https://devfeed.tech/topics/filesystems.md>), [Code](<https://devfeed.tech/topics/code.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [vs-code](<https://devfeed.tech/topics/vs-code.md>)

Tags: [best-practices](<https://devfeed.tech/tags/best-practices.md>), [cli](<https://devfeed.tech/tags/cli.md>), [code](<https://devfeed.tech/tags/code.md>), [databricks](<https://devfeed.tech/tags/databricks.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [getting-started](<https://devfeed.tech/tags/getting-started.md>), [mlops](<https://devfeed.tech/tags/mlops.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [vs-code](<https://devfeed.tech/tags/vs-code.md>)

### AI overview

Lecture 3 in an MLOps course with Databricks introduces MLflow experiment tracking. It explains the Experiment and Run entities, how they are created and retrieved, and how to configure MLflow tracking and registry URIs for Databricks and local development.

### Source excerpt

Lecture 3 of MLOps with Databricks course

## Build Internal Tools Using Neon, StackAuth, and Vercel

DevFeed: [Build Internal Tools Using Neon, StackAuth, and Vercel](<https://devfeed.tech/articles/build-internal-tools-using-neon-stackauth-and-vercel-5074.md>)

Original publisher: [Read original article](<https://neon.com/blog/build-internal-tools-neon-stackauth-vercel>)

Author: Sam Harrison

Published: 2025-07-08T16:22:43Z

Content type: article

Language: en

Sources: [Blog -- Neon Docs](<https://devfeed.tech/sources/blog-neon-docs.md>)

Topics: [Low-Code / Internal Tools](<https://devfeed.tech/topics/internal-tools.md>), [Vercel](<https://devfeed.tech/topics/vercel.md>), [App](<https://devfeed.tech/topics/app.md>), [Database](<https://devfeed.tech/topics/database.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [Authentication](<https://devfeed.tech/topics/authentication.md>), [API](<https://devfeed.tech/topics/api.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [app](<https://devfeed.tech/tags/app.md>), [auth](<https://devfeed.tech/tags/auth.md>), [authentication](<https://devfeed.tech/tags/authentication.md>), [authorization](<https://devfeed.tech/tags/authorization.md>), [build](<https://devfeed.tech/tags/build.md>), [community](<https://devfeed.tech/tags/community.md>), [database](<https://devfeed.tech/tags/database.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [environment-variables](<https://devfeed.tech/tags/environment-variables.md>), [internal-tools](<https://devfeed.tech/tags/internal-tools.md>), [vercel](<https://devfeed.tech/tags/vercel.md>)

### AI overview

This article presents a template for building internal tools with Neon, StackAuth, and Vercel. The template includes a Postgres database, API routes, authentication, authorization, and an admin panel, with setup instructions covering environment variables, database synchronization, local startup, access configuration, and deployment.

### Source excerpt

Almost every tech company, from small startups to Fortune 500 enterprises relies on internal tools. Larger organizations often have dedicated services and structured procedures in place, but for many others, internal tools are... messy. They often take the form of an insecure setup...

## Announcing Dockerfile Converter: Fast and Easy Migration to Use Chainguard Containers

DevFeed: [Announcing Dockerfile Converter: Fast and Easy Migration to Use Chainguard Containers](<https://devfeed.tech/articles/announcing-dockerfile-converter-fast-and-easy-migration-to-use-chainguard-containers-12884.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/announcing-dockerfile-converter-fast-and-easy-migration-to-use-chainguard-containers>)

Published: 2025-05-01T00:00:00Z

Content type: article

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [chainguard containers](<https://devfeed.tech/topics/chainguard-containers.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Dockerfile](<https://devfeed.tech/topics/dockerfile.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>)

Tags: [chainguard-containers](<https://devfeed.tech/tags/chainguard-containers.md>), [cli](<https://devfeed.tech/tags/cli.md>), [containers](<https://devfeed.tech/tags/containers.md>), [debian](<https://devfeed.tech/tags/debian.md>), [dockerfile-converter](<https://devfeed.tech/tags/dockerfile-converter.md>), [dockerfiles](<https://devfeed.tech/tags/dockerfiles.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [migration](<https://devfeed.tech/tags/migration.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [redhat-ubi](<https://devfeed.tech/tags/redhat-ubi.md>)

### AI overview

Chainguard announces Dockerfile Converter, an open source CLI tool that helps developers migrate Dockerfiles to Chainguard Containers. It automates parts of the conversion process, reducing manual effort, configuration mistakes, and troubleshooting during adoption across teams. The local tool operates offline and converts image and package references, users, syntax differences, and entry points for the Chainguard ecosystem.

### Source excerpt

Dockerfile Converter is a new open source tool designed to reduce the manual toil engineers go through when migrating to Chainguard Containers.

## Full-Stack React.js AI Chat with OpenAI API

DevFeed: [Full-Stack React.js AI Chat with OpenAI API](<https://devfeed.tech/articles/full-stack-react-js-ai-chat-with-openai-api-18952.md>)

Original publisher: [Read original article](<https://www.robinwieruch.de/react-ai-chat/>)

Author: Robin Wieruch

Published: 2025-04-14T11:50:46Z

Content type: tutorial

Language: en

Sources: [Robin Wieruch](<https://devfeed.tech/sources/robin-wieruch.md>)

Topics: [AI Chat](<https://devfeed.tech/topics/ai-chat.md>), [React](<https://devfeed.tech/topics/react.md>), [Next.js](<https://devfeed.tech/topics/next-js.md>), [OpenAI](<https://devfeed.tech/topics/openai.md>), [API](<https://devfeed.tech/topics/api.md>), [Front end](<https://devfeed.tech/topics/frontend.md>), [Back end](<https://devfeed.tech/topics/backend.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [api](<https://devfeed.tech/tags/api.md>), [backend](<https://devfeed.tech/tags/backend.md>), [chat](<https://devfeed.tech/tags/chat.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [frontend](<https://devfeed.tech/tags/frontend.md>), [gpt](<https://devfeed.tech/tags/gpt.md>), [guide](<https://devfeed.tech/tags/guide.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [js](<https://devfeed.tech/tags/js.md>), [next-js](<https://devfeed.tech/tags/next-js.md>), [openai](<https://devfeed.tech/tags/openai.md>), [react](<https://devfeed.tech/tags/react.md>), [react-js-ai](<https://devfeed.tech/tags/react-js-ai.md>), [react-js-ai-chat](<https://devfeed.tech/tags/react-js-ai-chat.md>), [react-js-openai](<https://devfeed.tech/tags/react-js-openai.md>), [sdk](<https://devfeed.tech/tags/sdk.md>), [stream](<https://devfeed.tech/tags/stream.md>), [tutorial](<https://devfeed.tech/tags/tutorial.md>)

### AI overview

A tutorial for building a full-stack AI chat application with React.js, Next.js, and the OpenAI API. It covers API routes, API key configuration, chat state, a frontend interface, and streaming responses.

### Source excerpt

Build a full-stack AI chat app using React.js on Next.js and the OpenAI API ...

[Next page](<https://devfeed.tech/tags/env-file-security.md?cursor=WyIyMDI1LTA0LTE0VDExOjUwOjQ2KzAwOjAwIiwgImMyNTM1MThlLTc0ZjYtNDAwMy04YWJhLTYyYjRlNGMyOThhOCJd>)