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Today — 12 October 2026Main stream

After Russian Diesel Deal, Trump Faces New Crisis Over Ukraine

President Trump’s surprise decision to suspend sanctions on Russian diesel fuel stunned Ukrainian and European officials, who were meeting with U.S. envoys at an exclusive golf club near Miami.

© Valentyn Ogirenko/Reuters

Jared Kushner and Steve Witkoff with President Volodymyr Zelensky of Ukraine in Kyiv last month.

After Russian Diesel Deal, Trump Faces New Crisis Over Ukraine

President Trump’s surprise decision to suspend sanctions on Russian diesel fuel stunned Ukrainian and European officials, who were meeting with U.S. envoys at an exclusive golf club near Miami.

© Valentyn Ogirenko/Reuters

Jared Kushner and Steve Witkoff with President Volodymyr Zelensky of Ukraine in Kyiv last month.

Russia was not ready for the data center war it started with Ukraine

12 October 2026 at 17:52

When Russia began attacking Ukrainian data centers and telecommunication infrastructure, it apparently failed to prepare for possible retaliation. Now Russia’s digital services are facing widespread outages after Ukrainian drone strikes knocked out three of the largest data centers owned by Russian tech giant Yandex within several days.

Pro-Kremlin bloggers are warning that Russia’s centralized digital economy could collapse because the country is not prepared for the “data center war” it started, according to posts translated by the pseudonymous independent researcher ChrisO_wiki. The Russian commentators also suggested that Ukraine’s decentralized digital services could prove more resilient than Russia’s system if the countries continue trading such blows.

Russia initially launched a drone strike campaign targeting Ukrainian data centers and mobile phone networks in late September. The attacks temporarily disrupted Internet and cell phone service for up to 100,000 households in the Ukrainian capital of Kyiv and came as part of a broader long-range strike campaign that has involved Russian missiles and jet-powered drones hitting Ukraine’s power grid infrastructure, transportation hubs, and even residential apartment building blocks.

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© Igor IVANKO / AFP via Getty Images

NATO Details Plan to Shield Ukraine’s European Allies from Russia

With the Russians intensifying sabotage, arson and cyberattacks against European nations supporting Ukraine, NATO divulged a blueprint, in case of war, to deter the Kremlin.

© Omar Marques/Getty Images

Gen. Alexus G. Grynkewich of the U.S. Air Force, NATO’s top military commander, speaking at the Warsaw Security Forum on Monday.

Meta Unveils New Series of Advanced A.I. Models

By: Eli Tan
12 October 2026 at 17:00
The new models, Muse Wonder and Muse Wonder Full, are meant to compete with cutting-edge A.I. models from rivals like Anthropic and OpenAI.

© Gabriela Bhaskar/The New York Times

Mark Zuckerberg, Meta’s chief executive, revamped his company’s A.I. division last year after setbacks in developing the technology.

Launch HN: Agent37 (YC F26) – Low-cost agent sandboxes for running agents

12 October 2026 at 16:46

Hey HN, I’m Vishnu from Agent37 (https://agent37.com). We build sandboxes for running AI agents at under 10% of the cost of most sandbox providers. Our customers spend an average of $0.37/month per sandbox.

You can view a video walkthrough of the product here: https://youtu.be/DK5ISR2tbNo

We started as one of those OpenClaw wrapper companies back in February (yup.. judge me). In time we added more and more harnesses.

One of the goals I had at the time was to offer a free plan to users, so as to gain more market share. But it was too cost prohibitive to do it right away. Especially since we were bootstrapped and servers were running on my savings.

Today we’re actually able to offer the free plan thanks to the optimizations we’ve made since. Over 90% of the new signups we have are just free plan users and they host their personal Hermes/Openclaw/Claude Code etc on our cloud. Our infrastructure cost for the free sandboxes averages around $0.05 to $0.10 per user per month.

Here are some techniques that have worked for lowering cost:

* When you look at agent harnesses, they have certain patterns in the way they consume CPU and RAM. They need CPU in bursts when they’re initializing or performing certain tasks, but beyond that, they’re often not peaking. They need more RAM for things like browser and computer-use tasks. Once the task is done, usage often comes back down. This is a key insight in lowering cost, so by efficiently managing the CPU/RAM utilization we could lower the cost.

* Secondly, you have to skip the hyperscalers when renting the Hosts. I worked at Amazon before and they have 80-90% margins on VMs. So it was an obvious choice once I looked at the prices to go one layer down to vendors like Hetzner and OVH. This alone was probably one of the biggest cost levers in reducing the cost.

* Thirdly, you also want to pick a technology stack that lets you efficiently cache and share resources across the host. We use gVisor for better utilization and fast boot times. It lets us use available host memory across sandboxes without reserving a full VM’s memory for each one. There are tradeoffs: our gVisor sandboxes don’t support workloads like Docker-in-Docker or Android emulators.

* And finally the size and shape of the hosts you buy also makes a big difference. RAM is typically the bottleneck when it comes to cost and not the CPU. This is specifically true for agent harness workloads, so when buying servers, we optimize for packing more RAM into a given host.

We also host full VM sandboxes for workloads that need them, including running Docker at a slightly higher price, but they are still pretty low cost given the rest of the techniques.

Overall, my learning has been that just by focusing on a niche of sandbox usecases, and optimizing for it you can give a much better cost/performance tradeoff.

I was previously a Senior Software Engineer at Amazon and an Engineering Manager at Quantcast. I built Amazon's internal AI chatbot, Diya, and their internal coding harness, Ziya.

If you’re someone who’s looking to run agents on sandbox and are exploring a sandbox vendor, come check us out. We’re particularly looking for developers building messaging agents to try their workloads and challenge the limits and economics of our platform.

Thanks!

https://agent37.com


Comments URL: https://news.ycombinator.com/item?id=50059096

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