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r/amd · u/Cognoscope · May 6, 2026

AMD expects 20% decline in gaming revenue from 'higher memory and component costs' in the second half of the year — CEO Lisa Su warns of further memory crunch

Higher revenue & profits for enterprise AI mean that AMD consumer products will continue experiencing reduced volumes and higher prices. Convincing gamers to shift from AM4 to AM5 felt like a stretch that was immediately…

r/kubernetes · u/Future_Badger_2576 · 1w ago

How Do Production Kubernetes Clusters Handle Scaling Beyond Existing Node Capacity?

I am learning Kubernetes and trying to understand the scaling model. Suppose I have 2 EC2 worker nodes, each with 4 CPU and 8 GB RAM. My understanding is that Kubernetes can only schedule pods on the nodes I already have…

Hacker News · u/memoryleakgame · 5d ago

Ask HN: I Need Help for a Product

I have a very high-quality SaaS product that's ready to launch. Everything is complete: the product, testing, LLC, bank account, Stripe, tech stack, etc. But I built it as a programmer trying to create the coolest thing …

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Hacker News · u/AdarshRao23 · May 13, 2026

Show HN: Torrix, self hosted, LLM Observability,(no Postgres, no Redis)

I work as a SAP Integration consultant and built this as a side project. Friction point: Most self hosted LLM observability tools require Postgres, Redis and non trivial infrastructure. Teams just want to see what their …

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r/LocalLLaMA · u/Scared-Biscotti2287 · 2w ago

Zai replaced the network architecture running GLM-5.1 inference and the gains are pretty wild

Been following the infrastructure side of AI more lately and stumbled on this from Zai. They upgraded the network architecture on a thousand-GPU cluster running GLM-5.1 coding inference from the standard ROFT setup to so…