# jetstream

Published articles for jetstream.

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

## wasmCloud 2.9: NATS-native interfaces, guest memory enforcement, and Kubernetes-grade lifecycle

DevFeed: [wasmCloud 2.9: NATS-native interfaces, guest memory enforcement, and Kubernetes-grade lifecycle](<https://devfeed.tech/articles/wasmcloud-2-9-nats-native-interfaces-guest-memory-enforcement-and-kubernetes-grade-lifecycle-15445.md>)

Original publisher: [Read original article](<https://wasmcloud.com/blog/wasmcloud-2-9-release/>)

Author: Eric Gregory

Published: 2026-09-08T00:00:00Z

Content type: release

Language: en

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

Topics: [jetstream](<https://devfeed.tech/topics/jetstream.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Messaging](<https://devfeed.tech/topics/messaging.md>), [configuration](<https://devfeed.tech/topics/configuration.md>)

Tags: [configuration](<https://devfeed.tech/tags/configuration.md>), [jetstream](<https://devfeed.tech/tags/jetstream.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [release](<https://devfeed.tech/tags/release.md>), [updates](<https://devfeed.tech/tags/updates.md>)

### AI overview

wasmCloud 2.9.0 introduces a NATS-native interface with access to Core NATS, JetStream, and key-value buckets. The release also enforces guest memory budgets in real time, adds Kubernetes-oriented lifecycle behavior, allows idle instance pools to shrink, enables guest execution metrics by default, and unifies host plugin configuration.

### Source excerpt

wasmCloud 2.9 ships the NATS-native wasmcloud:nats interface with JetStream and key-value access, makes the guest memory budget enforceable, lets idle instance pools shrink, and teaches host pods to drain, probe, and survive control plane outages.

## JetStream 3: A modern benchmark for high-performance, compute-intensive Web applications

DevFeed: [JetStream 3: A modern benchmark for high-performance, compute-intensive Web applications](<https://devfeed.tech/articles/jetstream-3-a-modern-benchmark-for-high-performance-compute-intensive-web-applications-4199.md>)

Original publisher: [Read original article](<https://blog.chromium.org/2026/03/jetstream-3-a-modern-benchmark.html>)

Author: Chromium Blog (noreply@blogger.com)

Published: 2026-03-31T18:25:00Z

Content type: release

Language: en

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

Topics: [jetstream](<https://devfeed.tech/topics/jetstream.md>), [Benchmark](<https://devfeed.tech/topics/benchmark.md>), [benchmarking](<https://devfeed.tech/topics/benchmarking.md>), [Web](<https://devfeed.tech/topics/web.md>), [web applications](<https://devfeed.tech/topics/web-applications.md>)

Tags: [benchmark](<https://devfeed.tech/tags/benchmark.md>), [benchmarking](<https://devfeed.tech/tags/benchmarking.md>), [browser](<https://devfeed.tech/tags/browser.md>), [jetstream](<https://devfeed.tech/tags/jetstream.md>), [none](<https://devfeed.tech/tags/none.md>), [the-fast-and-the-curious](<https://devfeed.tech/tags/the-fast-and-the-curious.md>), [web](<https://devfeed.tech/tags/web.md>), [web-applications](<https://devfeed.tech/tags/web-applications.md>)

### AI overview

This article introduces JetStream 3, a benchmark for high-performance, compute-intensive Web applications. It explains the benchmark's methodology, the reasons for updating JetStream 2, and the collaborative governance involving major browser-engine contributors.

### Source excerpt

We're incredibly excited to announce the release of JetStream 3, built in close collaboration with Apple, Mozilla, and other partners in the web ecosystem! While we've covered the high-level details of this release in our shared announcement blog post, we wanted to take a moment here to dive a little deeper. In this post, we'll pull back the curtain on the benchmark itself, explore the methodology behind our choices, and share the motivations driving these major updates. Why Do We Benchmark, Anyway? Before we get into the "what," it helps to talk about the "why." Why do browser engineers care so much about benchmarks? At its core, benchmarking serves as a critical safety net for catching performance regressions before they ever reach users. But beyond that, benchmarks act as a powerful motivation function--a sort of "gamification" for browser engineers. Having a clear target helps us prioritize our efforts and decide exactly which optimizations deserve our focus. It also drives healthy competitiveness between different browser engines, which ultimately lifts the entire web ecosystem. Of course, the ultimate goal isn't just to make a number on a chart go up; it's to meaningfully improve user experience and real-world performance. Driven by Open Governance Just like Speedometer 3, JetStream 3 is the result of a massive collaborative effort across all major browser engines, including Apple, Mozilla, and Google. We adopted a strict consensus model for this release. This means we only added new workloads when everyone agreed they were valuable and representative. This open governance model has led to an incredibly productive collaboration with buy-in from multiple parties, ensuring the benchmark serves the best interests of the overall Web ecosystem. Ripe for an Update The last major release, JetStream 2, came out in 2019. In the technology space--and especially on the Web--six years is an eternity. There's a well-known concept in economics called Goodhart's Law, which stat

## Migrating from NATS to Redpanda: Evolve from messaging to streaming

DevFeed: [Migrating from NATS to Redpanda: Evolve from messaging to streaming](<https://devfeed.tech/articles/migrating-from-nats-to-redpanda-evolve-from-messaging-to-streaming-12716.md>)

Original publisher: [Read original article](<https://www.redpanda.com/blog/migrate-nats-jetstream-messaging-to-streaming>)

Author: Kavya Shivashankar

Published: 2025-11-18T00:00:00Z

Content type: article

Language: en

Sources: [Redpanda](<https://devfeed.tech/sources/redpanda.md>)

Topics: [Messaging](<https://devfeed.tech/topics/messaging.md>), [Event-Streaming](<https://devfeed.tech/topics/event-streaming.md>), [jetstream](<https://devfeed.tech/topics/jetstream.md>), [event driven](<https://devfeed.tech/topics/event-driven.md>), [data-platforms](<https://devfeed.tech/topics/data-platforms.md>), [Microservice](<https://devfeed.tech/topics/microservice.md>), [Persistence](<https://devfeed.tech/topics/persistence.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [Latency](<https://devfeed.tech/topics/latency.md>), [personalization](<https://devfeed.tech/topics/personalization.md>)

Tags: [database](<https://devfeed.tech/tags/database.md>), [event-driven](<https://devfeed.tech/tags/event-driven.md>), [event-streaming](<https://devfeed.tech/tags/event-streaming.md>), [jetstream](<https://devfeed.tech/tags/jetstream.md>), [latency](<https://devfeed.tech/tags/latency.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [microservices](<https://devfeed.tech/tags/microservices.md>), [persistence](<https://devfeed.tech/tags/persistence.md>), [personalization](<https://devfeed.tech/tags/personalization.md>), [pipelines](<https://devfeed.tech/tags/pipelines.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [streaming](<https://devfeed.tech/tags/streaming.md>)

### AI overview

This article explains how organizations can migrate from NATS and JetStream messaging to Redpanda Streaming as their systems grow from low-latency message delivery toward durable event streaming. It compares messaging and streaming requirements and presents Redpanda Connect as a way to simplify the migration.

### Source excerpt

Organizations are moving from message delivery to data streaming, unlocking new capabilities, insights, and improved business value. Here's how to do the same.

## Laravel Starter Kits: A New Beginning for Your Next Project

DevFeed: [Laravel Starter Kits: A New Beginning for Your Next Project](<https://devfeed.tech/articles/laravel-starter-kits-a-new-beginning-for-your-next-project-3798.md>)

Original publisher: [Read original article](<https://laravel.com/blog/laravel-starter-kits-a-new-beginning-for-your-next-project>)

Author: Chris Sev

Published: 2025-03-19T21:40:00Z

Content type: release

Language: en

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

Topics: [Boilerplate](<https://devfeed.tech/topics/boilerplate.md>), [Web Development](<https://devfeed.tech/topics/web-development.md>), [passwords](<https://devfeed.tech/topics/passwords.md>), [Dark Mode](<https://devfeed.tech/topics/dark-mode.md>), [MFA](<https://devfeed.tech/topics/mfa.md>)

Tags: [authentication](<https://devfeed.tech/tags/authentication.md>), [dark-mode](<https://devfeed.tech/tags/dark-mode.md>), [jetstream](<https://devfeed.tech/tags/jetstream.md>), [laravel](<https://devfeed.tech/tags/laravel.md>), [react](<https://devfeed.tech/tags/react.md>), [tailwind](<https://devfeed.tech/tags/tailwind.md>), [vue](<https://devfeed.tech/tags/vue.md>)

### AI overview

Laravel has replaced its Jetstream and Breeze starter kits with standalone Livewire, React, and Vue applications. The kits include common application foundations such as authentication, profile management, dark mode, layout options, and Tailwind CSS integration.

### Source excerpt

We've overhauled our starter kits, replacing Jetstream and Breeze with three distinct, purpose-built starter kits in Livewire, React, and Vue. These new kits allow you to focus on building your app instead of creating boilerplate code from scratch.

## Introducing multi-backends (TRT-LLM, vLLM) support for Text Generation Inference

DevFeed: [Introducing multi-backends (TRT-LLM, vLLM) support for Text Generation Inference](<https://devfeed.tech/articles/introducing-multi-backends-trt-llm-vllm-support-for-text-generation-inference-7501.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/tgi-multi-backend>)

Author: Morgan Funtowicz; Hugo Larcher

Published: 2025-01-16T00:00:00Z

Content type: article

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [tgi](<https://devfeed.tech/topics/tgi.md>), [model-deployment](<https://devfeed.tech/topics/model-deployment.md>), [Rust](<https://devfeed.tech/topics/rust.md>), [vllm](<https://devfeed.tech/topics/vllm.md>), [TensorRT-LLM](<https://devfeed.tech/topics/tensorrt-llm.md>), [Concurrency](<https://devfeed.tech/topics/concurrency.md>), [Memory Safety](<https://devfeed.tech/topics/memory-safety.md>), [servers](<https://devfeed.tech/topics/servers.md>), [llama.cpp](<https://devfeed.tech/topics/llama-cpp.md>), [sglang](<https://devfeed.tech/topics/sglang.md>), [Python](<https://devfeed.tech/topics/python.md>), [Code](<https://devfeed.tech/topics/code.md>)

Tags: [backend](<https://devfeed.tech/tags/backend.md>), [backends](<https://devfeed.tech/tags/backends.md>), [community](<https://devfeed.tech/tags/community.md>), [concurrency](<https://devfeed.tech/tags/concurrency.md>), [http](<https://devfeed.tech/tags/http.md>), [inference](<https://devfeed.tech/tags/inference.md>), [jetstream](<https://devfeed.tech/tags/jetstream.md>), [llama-cpp](<https://devfeed.tech/tags/llama-cpp.md>), [memory-safety](<https://devfeed.tech/tags/memory-safety.md>), [neuron](<https://devfeed.tech/tags/neuron.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [performance](<https://devfeed.tech/tags/performance.md>), [production](<https://devfeed.tech/tags/production.md>), [python](<https://devfeed.tech/tags/python.md>), [rust](<https://devfeed.tech/tags/rust.md>), [sglang](<https://devfeed.tech/tags/sglang.md>), [tensorrt-llm](<https://devfeed.tech/tags/tensorrt-llm.md>), [tgi](<https://devfeed.tech/tags/tgi.md>), [vllm](<https://devfeed.tech/tags/vllm.md>)

### AI overview

Hugging Face introduces TGI Backends, a unified frontend architecture for integrating inference solutions such as vLLM, SGLang, llama.cpp, and TensorRT-LLM. The approach lets users switch backends based on model, hardware, and performance requirements while supporting production deployment across diverse accelerators. The article also describes TGI's Rust and Python components, including Rust-based HTTP and scheduling layers designed for memory safety and concurrency.

### Source excerpt

We're on a journey to advance and democratize artificial intelligence through open source and open science.

## Security: Fortify 1.7.4. Released

DevFeed: [Security: Fortify 1.7.4. Released](<https://devfeed.tech/articles/security-fortify-1-7-4-released-3899.md>)

Original publisher: [Read original article](<https://laravel.com/blog/security-fortify-174-released>)

Author: Taylor Otwell

Published: 2021-01-07T18:50:00Z

Content type: release

Language: en

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

Topics: [Laravel](<https://devfeed.tech/topics/laravel.md>), [Security](<https://devfeed.tech/topics/security.md>), [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [Pull Request](<https://devfeed.tech/topics/pull-request.md>), [jetstream](<https://devfeed.tech/topics/jetstream.md>)

Tags: [jetstream](<https://devfeed.tech/tags/jetstream.md>), [laravel](<https://devfeed.tech/tags/laravel.md>), [pull-request](<https://devfeed.tech/tags/pull-request.md>), [security](<https://devfeed.tech/tags/security.md>), [update](<https://devfeed.tech/tags/update.md>), [vulnerability](<https://devfeed.tech/tags/vulnerability.md>)

### AI overview

Laravel Fortify 1.7.4 addresses a potential security vulnerability introduced in Fortify 1.7.3. Applications using Fortify 1.7.3, including Jetstream-based applications, should be updated.

### Source excerpt

We have reverted a pull request that was merged into Laravel Fortify 1.7.3 which introduced a potential security vulnerability. Please update your applications using Fortify 1.7.3, including all Jetst...

## Jetstream 2.0 Released

DevFeed: [Jetstream 2.0 Released](<https://devfeed.tech/articles/jetstream-2-0-released-3734.md>)

Original publisher: [Read original article](<https://laravel.com/blog/jetstream-20-released>)

Author: Taylor Otwell

Published: 2021-01-05T19:37:00Z

Content type: release

Language: en

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

Topics: [releases](<https://devfeed.tech/topics/releases.md>), [User interface design](<https://devfeed.tech/topics/ui-design.md>)

Tags: [accessibility](<https://devfeed.tech/tags/accessibility.md>), [authentication](<https://devfeed.tech/tags/authentication.md>), [features](<https://devfeed.tech/tags/features.md>), [guide](<https://devfeed.tech/tags/guide.md>), [guides](<https://devfeed.tech/tags/guides.md>), [jetstream](<https://devfeed.tech/tags/jetstream.md>), [laravel](<https://devfeed.tech/tags/laravel.md>), [release](<https://devfeed.tech/tags/release.md>), [releases](<https://devfeed.tech/tags/releases.md>), [support](<https://devfeed.tech/tags/support.md>), [tailwind](<https://devfeed.tech/tags/tailwind.md>), [update](<https://devfeed.tech/tags/update.md>)

### AI overview

Laravel Jetstream 2.0 is released with team invitations, Inertia authentication views, team-switcher changes, accessibility improvements, and Tailwind 2.0 support. Existing Jetstream 1.x applications can upgrade, while Tailwind and Inertia upgrades remain optional and require their own guides.

### Source excerpt

Today I'm excited to announce the release of [Laravel Jetstream 2.0](https://jetstream.laravel.com)! This release of Jetstream adds several highly requested features to the application starter kit, in...

## Jetstream: Customization + Password Confirmation

DevFeed: [Jetstream: Customization + Password Confirmation](<https://devfeed.tech/articles/jetstream-customization-password-confirmation-3735.md>)

Original publisher: [Read original article](<https://laravel.com/blog/jetstream-customization-and-password-confirmation>)

Author: Taylor Otwell

Published: 2020-09-14T19:56:00Z

Content type: article

Language: en

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

Topics: [passwords](<https://devfeed.tech/topics/passwords.md>), [web applications](<https://devfeed.tech/topics/web-applications.md>)

Tags: [authentication](<https://devfeed.tech/tags/authentication.md>), [code](<https://devfeed.tech/tags/code.md>), [customization](<https://devfeed.tech/tags/customization.md>), [http](<https://devfeed.tech/tags/http.md>), [jetstream](<https://devfeed.tech/tags/jetstream.md>), [laravel](<https://devfeed.tech/tags/laravel.md>)

### AI overview

An overview of Laravel Jetstream customization options for authentication views and user authentication, plus password-confirmation flows and custom Inertia page data.

### Source excerpt

As many of you know, we released Laravel 8.x and [Laravel Jetstream](https://jetstream.laravel.com) last week. Thanks to very valuable feedback from the community, I am thrilled to give you an overvie...