Backend & DevOps

1 unread articles.

April 2026
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Vercel Blog6 days ago

Native Deployment Checks are now available

You can now run lint and typecheck on every Vercel deployment, in parallel with the build. Native Deployment Checks are available to every team and join your existing alongside GitHub and Marketplace integrations.Deployment Checks Once added from your project's , Vercel runs the matching script fro

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The GitHub Blog6 days ago

GitHub for Beginners: Getting started with Markdown

Discover how to format and edit your comments and posts using Markdown. The post GitHub for Beginners: Getting started with Markdown appeared first on The GitHub Blog.

Backend & DevOps
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The GitHub Blog6 days ago

Securing the git push pipeline: Responding to a critical remote code execution vulnerability

How we validated, fixed, and investigated a critical vulnerability in under two hours, and confirmed no exploitation. The post Securing the git push pipeline: Responding to a critical remote code execution vulnerability appeared first on The GitHub Blog.

Backend & DevOps
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Cloudflare Blog7 days ago

Shutdowns, power outages, and conflict: a review of Q1 2026 Internet disruptions

The first quarter of 2026 saw a surge in Internet disruptions, from nationwide shutdowns in Uganda and Iran to unprecedented drone strikes on cloud infrastructure. We explore the data behind these events using Cloudflare Radar.

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The GitHub Blog7 days ago

An update on GitHub availability

Here’s what we’ve done—and what we’re still doing—to improve our availability and reliability. The post An update on GitHub availability appeared first on The GitHub Blog.

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Vercel Blog7 days ago

2026 Vercel AI Accelerator recap

On April 16th, 39 teams took the stage at our San Francisco headquarters to pitch investors at Demo Day. During the prior six weeks, founders worked shoulder-to-shoulder with the Vercel team, our partners, and industry leaders to shape their ideas into the next generation of AI applications. from

Backend & DevOps
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The GitHub Blog7 days ago

GitHub Copilot is moving to usage-based billing

Starting June 1, your Copilot usage will consume GitHub AI Credits. The post GitHub Copilot is moving to usage-based billing appeared first on The GitHub Blog.

Backend & DevOps
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Vercel Blog8 days ago

Hobby projects now default to 30-day deployment retention

Starting April 29th, the maximum retention policy for Hobby plans will be capped at 30 days. Deployments outside your retention window will be automatically removed. This excludes your 10 most recent production deployments and any aliased deployments, which continue to be preserved regardless of ret

Backend & DevOps
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Vercel Blog11 days ago

GPT 5.5 on AI Gateway

GPT-5.5 is now available on .Vercel AI Gateway There are 2 variants: GPT-5.5 and GPT-5.5 Pro. Both models are tuned for long-running agentic work across coding, computer use, knowledge work, and scientific research, and are more token-efficient than the previous generation. GPT-5.5 is stronger at ag

Backend & DevOps
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Vercel Blog12 days ago

Deepseek V4 on AI Gateway

DeepSeek V4 is now available on .Vercel AI Gateway There are 2 model variants: DeepSeek V4 Pro and DeepSeek V4 Flash. A 1M token context window is the default across both models. DeepSeek V4 Pro focuses on agentic coding, formal mathematical reasoning, and long-horizon workflows. It handles feature

Backend & DevOps
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Cloudflare Blog13 days ago

Making Rust Workers reliable: panic and abort recovery in wasm‑bindgen

Panics in Rust Workers were historically fatal, poisoning the entire instance. By collaborating upstream on the wasm‑bindgen project, Rust Workers now support resilient critical error recovery, including panic unwinding using WebAssembly Exception Handling.

Backend & DevOps
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Cloudflare Blog14 days ago

Moving past bots vs. humans

As AI assistants and privacy proxies challenge the capabilities of traditional bot detection, the Web needs new models for accountability. We believe that control should remain with the client, and that an open ecosystem of anonymous credentials is key to preserving user privacy while protecting ori

Backend & DevOps
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Vercel Blog14 days ago

GPT Image 2 on AI Gateway

GPT Image 2 is now available on .Vercel AI Gateway OpenAI's newest image model supports detailed instruction following, accurate placement and relationships between objects, and rendering of dense text across multiple aspect ratios. The model can render fine-grained elements including small text, ic

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The GitHub Blog14 days ago

Changes to GitHub Copilot Individual plans

We're making these changes to ensure a reliable and predictable experience for existing customers. The post Changes to GitHub Copilot Individual plans appeared first on The GitHub Blog.

Backend & DevOps
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The GitHub Blog14 days ago

Highlights from Git 2.54

The open source Git project just released Git 2.54. Here is GitHub’s look at some of the most interesting features and changes introduced since last time. The post Highlights from Git 2.54 appeared first on The GitHub Blog.

Backend & DevOps
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Cloudflare Blog15 days ago

Building the agentic cloud: everything we launched during Agents Week 2026

Agents Week 2026 is a wrap. Let’s take a look at everything we announced, from compute and security to the agent toolbox, platform tools, and the emerging agentic web. Everything we shipped for the agentic cloud.

Backend & DevOps
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Cloudflare Blog15 days ago

Orchestrating AI Code Review at scale

Learn about how we built a CI-native AI code reviewer using OpenCode that helps our engineers ship better, safer code.

Backend & DevOps
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Cloudflare Blog15 days ago

The AI engineering stack we built internally — on the platform we ship

We built our internal AI engineering stack on the same products we ship. That means 20 million requests routed through AI Gateway, 241 billion tokens processed, and inference running on Workers AI, serving more than 3,683 internal users. Here's how we did it.

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Vercel Blog15 days ago

Kimi K2.6 on AI Gateway

Kimi K2.6 from Moonshot AI is now available on .Vercel AI Gateway The model focuses on long-horizon coding tasks, with generalization across languages such as Rust, Go, and Python and across front-end, devops, and performance optimization work. K2.6 can turn simple prompts into complete front-end in

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The GitHub Blog17 days ago

Building an emoji list generator with the GitHub Copilot CLI

See how we created an emoji list generator during the Rubber Duck Thursday stream. The post Building an emoji list generator with the GitHub Copilot CLI appeared first on The GitHub Blog.

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The GitHub Blog17 days ago

Bringing more transparency to GitHub’s status page

Changes to the status page will provide more specific data, so you'll have better insight into the overall health of the platform. The post Bringing more transparency to GitHub’s status page appeared first on The GitHub Blog.

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Cloudflare Blog18 days ago

Introducing the Agent Readiness score. Is your site agent-ready?

The Agent Readiness score can help site owners understand how well their websites support AI agents. Here we explore new standards, share Radar data, and detail how we made Cloudflare’s docs the most agent-friendly on the web.

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Cloudflare Blog18 days ago

Shared Dictionaries: compression that keeps up with the agentic web

Today, we’re excited to give you a sneak peek of our support for shared compression dictionaries, show you how it improves page load times, and reveal when you’ll be able to try the beta yourself.

Backend & DevOps
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Cloudflare Blog18 days ago

Redirects for AI Training enforces canonical content

Soft directives don’t stop crawlers from ingesting deprecated content. Redirects for AI Training allows anybody on Cloudflare to redirect verified crawlers to canonical pages with one toggle and no origin changes.

Backend & DevOps
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Cloudflare Blog18 days ago

Introducing Flagship: feature flags built for the age of AI

We are launching Flagship, a native feature flag service built on Cloudflare’s global network to eliminate the latency of third-party providers. By using KV and Durable Objects, Flagship allows for sub-millisecond flag evaluation.

Backend & DevOps
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Cloudflare Blog18 days ago

Agents that remember: introducing Agent Memory

Cloudflare Agent Memory is a managed service that gives AI agents persistent memory, allowing them to recall what matters, forget what doesn't, and get smarter over time.

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Cloudflare Blog18 days ago

Agents Week: network performance update

By migrating our request handling layer to a Rust-based architecture called FL2, Cloudflare has increased its performance lead to 60% of the world’s top networks. We use real-user measurements and connection trimeans to ensure our data reflects the actual experience of people on the Internet.

Backend & DevOps
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Cloudflare Blog18 days ago

Unweight: how we compressed an LLM 22% without sacrificing quality

Running LLMs across Cloudflare’s network requires us to be smarter and more efficient about GPU memory bandwidth. That’s why we developed Unweight, a lossless inference-time compression system that achieves up to a 22% model footprint reduction, so that we can deliver faster and cheaper inference th

Backend & DevOps
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Vercel Blog18 days ago

Deployment retention policies now preserve active branch deployments

Retention policies no longer delete the latest preview deployment for branches with open or unmerged pull requests. Previously, deployments for active branches could be removed if they exceeded the configured retention window. This means you can safely use shorter retention windows without risking l

Backend & DevOps
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Vercel Blog18 days ago

How Zo Computer improved AI reliability 20x on Vercel

Zo Computer on Vercel Death by a thousand adapters AI SDK + AI Gateway: two layers, one integration 20x improvement in reliability Scaling to a million personal cloud owners 20x reduction in retry rate (7.5% → 0.34%) 99.93% chat success rate (up from 98%) P99 latency cut 38% (131s → 81s) New mod

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The GitHub Blog18 days ago

How GitHub uses eBPF to improve deployment safety

Learn how Github uses eBPF to detect and prevent circular dependencies in its deployment tooling. The post How GitHub uses eBPF to improve deployment safety appeared first on The GitHub Blog.

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Cloudflare Blog19 days ago

Cloudflare’s AI Platform: an inference layer designed for agents

We're building AI Gateway into a unified inference layer for AI, letting developers call models from 14+ providers. New features include Workers AI binding integration and an expanded catalog with multimodal models.

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Cloudflare Blog19 days ago

Building the foundation for running extra-large language models

We built a custom technology stack to run fast large language models on Cloudflare’s infrastructure. This post explores the engineering trade-offs and technical optimizations required to make high-performance AI inference accessible.

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Cloudflare Blog19 days ago

Artifacts: versioned storage that speaks Git

Give your agents, developers, and automations a home for code and data. We’ve just launched Artifacts: Git-compatible versioned storage built for agents. Create tens of millions of repos, fork from any remote, and hand off a URL to any Git client.

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Cloudflare Blog19 days ago

Deploy Postgres and MySQL databases with PlanetScale + Workers

Learn how to deploy PlanetScale Postgres and MySQL databases via Cloudflare and connect Cloudflare Workers.

Backend & DevOps
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Cloudflare Blog19 days ago

AI Search: the search primitive for your agents

AI Search is the search primitive for your agents. Create instances dynamically, upload files, and search across instances with hybrid retrieval and relevance boosting. Just create a search instance, upload, and search.

Backend & DevOps
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Vercel Blog19 days ago

Vercel Flags is now generally available

is now generally available. Vercel Flags Vercel Flags is a feature flag provider built into the Vercel platform. Create and manage feature flags with targeting rules, user segments, and environment controls directly in the Vercel Dashboard. The provides a framework-native way to define and use thes

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Vercel Blog19 days ago

Claude Opus 4.7 on AI Gateway

Claude Opus 4.7 from Anthropic is now available on .Vercel AI Gateway Opus 4.7 is optimized for long-running, asynchronous agents and handles complex, multi-step tasks with reliable agentic execution. The model shows gains on knowledge-worker tasks, particularly where it needs to visually verify its

Backend & DevOps
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Cloudflare Blog19 days ago

Cloudflare Email Service: now in public beta. Ready for your agents

Agents are becoming multi-channel. That means making them available wherever your users already are — including the inbox. Today, Cloudflare Email Service enters public beta with the infrastructure layer to make that easy: send, receive, and process email natively from your agents.

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Vercel Blog19 days ago

A new programming model for durable execution

The gap between prototypes and production-ready systems is huge. Code that's trivial to run locally falls apart the moment it needs to handle failures, restarts, and real traffic. Framework defined infrastructure solved this for web applications. When you deploy, Vercel infers the right configuratio

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The GitHub Blog19 days ago

Build a personal organization command center with GitHub Copilot CLI

Learn about the productivity tool one GitHub engineer built, and how AI supported the development process. The post Build a personal organization command center with GitHub Copilot CLI appeared first on The GitHub Blog.

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Cloudflare Blog20 days ago

Project Think: building the next generation of AI agents on Cloudflare

Announcing a preview of the next edition of the Agents SDK — from lightweight primitives to a batteries-included platform for AI agents that think, act, and persist.

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Vercel Blog20 days ago

Seedance 2.0 Video Generation on AI Gateway

You can now access Bytedance's latest state-of-the-art video generation model, Seedance 2.0, via with no other provider accounts required.AI Gateway Seedance 2.0 is available on AI Gateway in two variants: Standard and Fast. Both share the same capabilities. Standard produces the highest quality ou

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Vercel Blog20 days ago

Reduced pricing for Turbo build machines

Vercel is reducing the price of Turbo build machines by 16%. All builds are now priced at $0.0035 per CPU per minute. With this new model: This change will begin rolling out on April 27, and will appear on invoices for the current billing cycle as "Build CPU Minutes". Learn more about or monitor yo

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Vercel Blog20 days ago

Logs filtering for Vercel Workflows now available

Workflow run log filtering is now supported on Vercel, making it easy to view all logs associated with a workflow run in one place instead of piecing them together across individual requests. You can use the button from the workflow run details page to jump directly into the Logs tab. From there, f

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Vercel Blog21 days ago

Elastic Build Machines is now GA

Elastic build machines, on March 24, are now generally available for all Pro and Enterprise customers, and are now the default for all new Pro teams.released in beta Rather than a one-size-fits-all approach, Vercel evaluates each project individually and assigns the right machine for its actual nee

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Vercel Blog21 days ago

How Cursor built a growth iteration loop with Vercel Microfrontends and Flags

Cursor on Vercel A bigger surface area, and a simple goal: one cursor.com Unifying four properties with Microfrontends Building a learning loop with Flags, Edge Config, and Statsig Publishing that keeps up: dropping the CMS for an agent-first workflow A unified foundation for what comes next Unifie

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Vercel Blog21 days ago

Copy-to-Prompt instructions now available for Flags

The feature flags details page now includes copy-to-prompt instructions in the instructions pane. You or your agent can install the Flags SDK, link the project using the , and add the required flag definitions to the code base.Vercel CLI Teams that prefer manual configuration can still copy the ex

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Vercel Blog21 days ago

Anomaly alerts are now generally available

Anomaly alerts are now generally available. Teams using receive alerts when anomalies are detected in their applications to help quickly identify, investigate, and resolve unexpected behavior.Observability Plus Alerts help monitor your app in real-time by surfacing unexpected changes in usage or er

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Vercel Blog24 days ago

Anomaly alert configuration now available

You can now granularly configure  to define exactly which unexpected spikes and errors matter to your application. Alert rules give you detection-level control, allowing you to customize which projects, alert types, metrics, HTTP status codes, and specific routes you monitor for anomalies.anomaly al

Backend & DevOps