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ExternalCloud
Cloudflare Changelog

Workflows, Workers - Workflow instances now support pause(), resume(), restart(), and terminate() methods in local development

Workflow instance methods pause(), resume(), restart(), and terminate() are now available in local development when using wrangler dev. You can now test the full Workflow instance lifecycle locally: const instance = await env.MY_WORKFLOW.create({ id: "my-instance-id", }); await instance.pause(); // pauses a running workflow instance await instance.resume(); // resumes a paused instance await instance.restart(); // restarts the instance from the beginning await instance.terminate();

WorkflowsWorkers
Cloudflare ChangelogRead original
ExternalAI
NVIDIA Technical Blog

Building a Zero-Trust Architecture for Confidential AI Factories

AI is moving from experimentation to production. However, most data enterprises need exists outside the public cloud. This includes sensitive information like... AI is moving from experimentation to production. However, most data enterprises need exists outside the public cloud. This includes sensitive information like patient records, market research, and legacy systems containing enterprise knowledge. There’s also a risk of using private data with AI models, and adoption is often slowed or blo

NVIDIA Technical BlogRead original
ExternalAI
NVIDIA Technical Blog

Deploying Disaggregated LLM Inference Workloads on Kubernetes

As large language model (LLM) inference workloads grow in complexity, a single monolithic serving process starts to hit its limits. Prefill and decode stages... As large language model (LLM) inference workloads grow in complexity, a single monolithic serving process starts to hit its limits. Prefill and decode stages have fundamentally different compute profiles, yet traditional deployments force them onto the same hardware, leaving GPUs underutilized and scaling inflexible. Disaggregated servin

NVIDIA Technical BlogRead original
ExternalFrontend Development
Vercel Blog

new.website joins forces with v0

v0 and new.website have joined forces to accelerate our vision of helping anyone ship complete, production-ready software with AI. new.website was founded to make it effortless to create beautiful websites with all the tools included, from built-in forms to SEO. They’re joining the v0 team to help shape our built-in tools and integrations. The team at new.website built thoughtful primitives that exposed configuration for critical website features instead of requiring users to implement them wit

Vercel BlogRead original
ExternalFrontend Development
Vercel Blog

SERHANT.'s playbook for rapid AI iteration

Impact at a glance Using multiple models to balance cost, speed, and complexity Worry-free scale: Adding users and assets Future-proofing an unpredictable landscape Started with Next.js on Vercel, which made it easier to expand to a React Native iOS app without rebuilding their backend Engineers focus on AI design and iteration instead of platform plumbing Orchestrates OpenAI, Claude, and Gemini by task to optimize cost vs output Scaled from an internal pilot to 800–900+ real estate agents

Vercel BlogRead original
ExternalFrontend Development
Vercel Blog

Enterprise teams can now set their default build machine

Enterprise team owners can now set a default build machine at the team level. This setting automatically applies to newly created projects, though you can still override it on a per-project basis. Existing projects retain their current configurations unless you explicitly choose to apply the new team default to all of them when saving. Learn more about or try it out from .build machinessettings Read more

Vercel BlogRead original
ExternalCloud
Cloudflare Changelog

Agents, Workers - Agents SDK v0.8.0: readable state, idempotent schedules, typed AgentClient, and Zod 4

The latest release of the Agents SDK ↗ exposes agent state as a readable property, prevents duplicate schedule rows across Durable Object restarts, brings full TypeScript inference to AgentClient, and migrates to Zod 4. Readable state on useAgent and AgentClient Both useAgent (React) and AgentClient (vanilla JS) now expose a state property that reflects the current agent state. Previously, reading state required manually tracking it through the onStateUpdate callback. React (useAgent) cons

AgentsWorkers
Cloudflare ChangelogRead original

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