
Scaling Autoresearch: How 16 GPUs Transform AI-Driven Discovery
Scaling AI research agents with 16 GPUs enables 9x faster model optimization and the emergence of sophisticated, parallelized experimental strategies.

Scaling AI research agents with 16 GPUs enables 9x faster model optimization and the emergence of sophisticated, parallelized experimental strategies.

Cloudflare's new API endpoint simplifies website-wide data extraction by automating discovery and rendering into AI-friendly formats.

A stolen Gemini API key led to an $82,000 bill in 48 hours, highlighting the urgent need for cloud billing limits.

Tailscale Peer Relays are now generally available, offering high-performance, customer-deployed connectivity for restrictive network environments.

Deno Sandbox securely runs and ships untrusted/LLM code by combining microVM isolation, secret shielding, and strict egress controls with one-click deployment to Deno Deploy.

Moltworker shows how to run Moltbot as a secure, observable, and scalable cloud-hosted AI agent on Cloudflare’s platform—no Mac minis required.

Stop killing sandboxes—agents need instant, durable disposable computers, and Sprites deliver that model.
A secure, pay-per-use cloud VM plus push-notified Claude Code turns phone-based, parallel software development into an async, on-the-go workflow.

Most apps can ditch managed cloud for a couple of solid Linux servers and save 10x while keeping performance and control.

AWS’s big US-EAST-1 faceplant wasn’t just DNS—it was a brain-drain problem laid bare.
An internal NLB health-monitoring failure and a DNS issue triggered widespread AWS US-EAST-1 disruptions, now largely recovering with EC2 launch throttles easing and backlogs clearing.

Delegate and parallelize secure, cloud-run coding tasks from your browser (and iOS) with Claude Code on the web.
AI’s overbuild won’t become a public backbone unless the industry opens its closed stacks to turn private surplus into shared infrastructure.

Microsoft blocked Unit 8200’s use of Azure and AI over mass surveillance of Palestinians, a first-of-its-kind cut to Israeli military tech access amid ongoing review.

PlanetScale’s Postgres service is GA, backed by customer adoption and future-proofed by an upcoming open-source sharding solution, Neki.

S3 Vectors is a low-cost cold/warm tier that complements—rather than replaces—specialized vector databases in a tiered vector storage future.