Scaling Autoresearch: How 16 GPUs Transform AI-Driven Discovery
229
Scaling AI research agents with 16 GPUs enables 9x faster model optimization and the emergence of sophisticated, parallelized experimental strategies.
Cloudflare Simplifies AI Data Ingestion with New Site-Wide Crawling API
487
Cloudflare's new API endpoint simplifies website-wide data extraction by automating discovery and rendering into AI-friendly formats.
The $82,000 API Key: Why Billing Caps are Essential
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 Reach General Availability
470
Tailscale Peer Relays are now generally available, offering high-performance, customer-deployed connectivity for restrictive network environments.
Deno Sandbox: Secure MicroVMs with Secret Shielding and Egress Control
533
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.
Run Moltbot on Cloudflare: Moltworker replaces the Mac mini with secure edge infrastructure
246
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 Durable Disposable Computers
508
Stop killing sandboxes—agents need instant, durable disposable computers, and Sprites deliver that model.
Async Mobile Dev: Six Claude Agents from a Phone
543
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.
Ditch the Cloud: Run a Few Linux Servers and Save 10x
520
Most apps can ditch managed cloud for a couple of solid Linux servers and save 10x while keeping performance and control.
AWS Outage Exposes Cost of Brain Drain and Lost Tribal Knowledge
1018
AWS’s big US-EAST-1 faceplant wasn’t just DNS—it was a brain-drain problem laid bare.
AWS US-EAST-1 Incident: NLB Health Subsystem and DNS Issues, Recovery Underway
2246
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.
Claude Code on the Web: Secure Parallel Coding Tasks in Your Browser
578
Delegate and parallelize secure, cloud-run coding tasks from your browser (and iOS) with Claude Code on the web.
Will AI’s Overbuild Become a Public Backbone—or Private Scrap?
162
AI’s overbuild won’t become a public backbone unless the industry opens its closed stacks to turn private surplus into shared infrastructure.
Microsoft Cuts Unit 8200’s Azure Access Over Palestinian Mass Surveillance
873
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 for Postgres Is GA, With Neki Sharding on the Horizon
306
PlanetScale’s Postgres service is GA, backed by customer adoption and future-proofed by an upcoming open-source sharding solution, Neki.
S3 Vectors Won’t Kill Vector Databases—They Enable a Tiered Future
280
S3 Vectors is a low-cost cold/warm tier that complements—rather than replaces—specialized vector databases in a tiered vector storage future.