Temporal Guardrails Move the Control Into the Event Log
Temporal guardrails change what an agent policy decides: not only whether this request is allowed, but whether it is allowed given everything the agent has already done.
Dev.to AI11 min read
cloud
30 stories
Scuba launches with $34M to help teams and AI agents manage business data
Scuba, the developer of an eponymous productivity service, today announced that it has received $34 million in funding. The company raised the capital over two rounds. Accel led the first investment and co-led the second with IVP.
SiliconANGLE3 min read
The Kilowatt Floor Under Cloud Margins
At the OCP Global Summit in San Jose, Microsoft introduced Maia 300, announcing plans to scale the third-generation inference processor across multi-gigawatt datacenter footprints starting next year.
Dev.to AI3 min read
Chip Apple M4: Lompatan AI dan Terobosan Generasi Baru
Pengenalan Chip Apple M4: Fokus pada AI Apple M4 menandai era baru komputasi mobile, dengan fokus utama pada peningkatan kemampuan kecerdasan buatan (AI). Dirancang khusus untuk iPad Pro terbaru, chip ini membawa lompatan performa signifikan berkat arsitektur baru dan proses manufaktur canggih.
Dev.to AI2 min read
Spanner Omni Reaches GA, Replacing Google's Atomic Clocks and File System with Software
Google has made Spanner Omni generally available, running its distributed SQL database on-premises, across clouds or on a laptop. Doing so meant replacing Colossus with a Colossus-like abstraction layer and TrueTime with software-based time synchronization.
InfoQ - AI/ML/Data5 min read
"Four suppliers, real USDC, no accounts: the full results of our x402 GPU test"
On October 2, 2026, we completed the second live verification of the x402 pay-per-job service on Kilawatt Cloud. In Wave 1, every request went to a single supplier. This time we sent each request to a different one, so every supplier could be evaluated on its own. As before: no simulation.
Dev.to AI3 min read
A sandbox lifetime is a workflow decision: using Never in Lizard
A build is still running. An agent is waiting for a review. Your laptop needs to close. These are different events, but a fixed sandbox expiry can turn all three into the same problem: the working environment disappears before the task is finished. We're the team behind Lizard (lizard.build).
Dev.to AI3 min read
Namespace raises $42M to build out developer-focused compute cloud
Zurich-founded developer infrastructure startup Namespace Labs Inc. today announced it raised $42 million in Series B, led by Scale Venture Partners, to give developers powerful compute infrastructure to speed up software engineering work.
SiliconANGLE3 min read
10 Best Runpod Alternatives in 2026 for Training, Inference, and GPU Compute
Compare the Runpod alternatives for GPU pricing, availability, serverless inference, storage, and reliability.Continue reading on Towards AI »
Towards AI1 min read
How I Cut My AI Image Costs 24x by Reading the Pricing Page Properly
For weeks I planned around a number I had read somewhere. The number was the cost of generating one image, in whatever internal units the provider billed in. I believed it was around 1363 units per image. On my free tier, that worked out to roughly five to seven images a day.
Dev.to AI3 min read
European Commission Staff Really Dislike Their ‘Sovereign’ Alternative to Microsoft Teams: Report
The EU executive branch implemented a non-US-made backup to Teams. One staffer called it "absolute sh*t".
Gizmodo — AI4 min read
Report: Amazon to offload $8B worth of AI chips, lease them back
Amazon.com Inc. reportedly plans to offload some of its artificial intelligence chips and then lease them back. The Financial Times today cited sources as saying that the transaction would involve a special purpose vehicle, or SPV.
SiliconANGLE3 min read
Google hearts Apple's Swift so much it's pumping out server-side support
After a decade of false starts, Swift is showing backend appeal
The Register6 min read
Container Apps Express Reaches GA on a Newly Generally Available Sandbox Layer
Microsoft has made Azure Container Apps Express generally available alongside Container Apps Sandboxes, the microVM compute layer it runs on. Express skips environment provisioning and scales to zero, with subsecond startup from prewarmed pools.
InfoQ - AI/ML/Data5 min read
The 404 Error That Nearly Killed My Demo — What I Didn’t Know About Claude on Google Cloud
The Vertex AI setup gotchas I wish I’d known before opening my laptop in front of a clientContinue reading on Towards AI »
Towards AI1 min read
H Company cofounder Charles Kantor launches new AI neocloud startup
Kantor left the buzzy AI startup just over a year ago after raising $220m in seed funding
Sifted AI3 min read
OpenAI tries disarming AI angst with cute graphics and always-on agents
Trump administration gets Big Tech to sign weak, non-binding, AI regulations 1 hour ago
The Register8 min read
AWS Introduces Foreign Key Constraints in Aurora DSQL
AWS recently announced that Aurora DSQL now supports foreign key constraints, allowing applications to enforce referential integrity directly in the database, including CASCADE, SET NULL, and other referential actions.
InfoQ - AI/ML/Data3 min read
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