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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…

Hacker News · u/arjunchint · 9h ago

Show HN: DeepSeek Flash inverted the economics of agent products

There is an adversarial relationship between developers and big model labs.Model labs charged developers higher API prices to subsidize their own agent harness offerings. Think Anthropic charging 5x higher Claude API pri…

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r/kubernetes · u/Future_Badger_2576 · 3w 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 · 1w 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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r/LocalLLaMA · u/Scared-Biscotti2287 · 4w 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…