#AI workloads infrastructure
218 related articles
·3 min
Oxide Computer Raises $445 Million to Rebuild Server Architecture from the Ground Up
Cloud hardware startup Oxide Computer raises $445M to redefine server architecture with open-source firmware and integrated rack-scale design for on-premises cloud experiences.
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·2 min
UniwebPay: Payment Infrastructure That Lets AI Developers Start Earning the Moment They Ship
UniwebPay Skill positions itself as financial infrastructure for the AI era, helping developers skip complex payment setup to accept payments instantly. Supporting global payment methods with no merchant onboarding required.
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·2 min
Amazon's $50 Billion Investment in OpenAI: The AWS Cloud War Escalates
Amazon reportedly invests $50B in OpenAI, breaking Microsoft's exclusive lock-in. Deep analysis of this deal's impact on AWS cloud competition, the AI compute arms race, and multi-cloud trends.
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·1 min
Storage-Class Memory Revolution: GPU Memory May Leap to Multi-Terabyte Capacity
Exploring how storage-class memory technology can break through GPU memory bottlenecks, expanding single-card usable memory to multi-terabyte levels through tiered memory architecture.
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·2 min
CostPerPrompt: A Deep Dive into Real-Time AI API Cost Estimation and Pricing Comparison
CostPerPrompt is a real-time AI API pricing comparison and cost estimation tool supporting OpenAI, Anthropic, Google and more, helping developers estimate monthly token costs based on real workloads.
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·3 min
MI355X Running Kimi K3 Benchmark: The Logic Behind Outperforming B300 in Performance per Dollar
Deep analysis of AMD MI355X running Kimi K3 with superior cost-efficiency vs NVIDIA B300, and its implications for the AI inference hardware market.
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·3 min
Warpgate 0.27 Released: Open-Source Bastion Host Adds RDP/VNC and Cluster Support
Warpgate 0.27 adds transparent RDP/VNC proxy, OTP/SSO integration, cluster scaling, and TLS hot-reload. A FOSS alternative to Teleport requiring no agents or clients for unified privileged access.
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·2 min
Decoding the OpenAI Astra Rumors: Can AI Conquer Frontier Mathematics?
OpenAI's internal model Astra reportedly achieved 10 breakthroughs in math and theoretical CS. We analyze the rumors, compute infrastructure trends, real AI research assistant experiences, and AI's limits in original research.
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·3 min
OpenAI's Git Optimization: Tackling Performance Bottlenecks in Massive Repositories
Analysis of how OpenAI optimizes Git for massive repositories, covering monorepo bottlenecks, partial clone, sparse checkout, fsmonitor, and practical tips for engineering teams.
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·3 min
The Return of Private Cloud: A Rational Choice in the Era of Data Sovereignty and Compute Autonomy
After a decade of public cloud dominance, private cloud is making a comeback. From cost recalculation and data sovereignty compliance to AI compute autonomy, we analyze why enterprises are reconsidering private and hybrid cloud strategies.
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·2 min
Hygon Launches 512-Thread CPU and AI GPU, Taking Aim at Intel Xeon and Nvidia
Hygon unveils a 512-thread server CPU and AI GPU, directly challenging Intel Xeon and Nvidia. A deep dive into specs, applications, ecosystem challenges, and strategic significance.
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·2 min
Hygon Launches 512-Thread CPU and AI GPU, Taking Aim at Intel Xeon and Nvidia
Hygon unveils a 512-thread server CPU and AI GPU, challenging Intel Xeon and Nvidia. Analysis of specs, applications, ecosystem challenges, and strategic significance.
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·3 min
KEDA Scale-to-Zero in Practice: Wake Self-Hosted Apps on Demand and Save Resources
Learn how to use KEDA for Kubernetes scale-to-zero, waking self-hosted apps on demand via HTTP interceptors. Covers cold start optimization, Cron warming strategies, and full open-source configs.
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·3 min
Thermodynamic Elastic Compiler (TEC): Tackling AI Compute Bloat Through Reversible Computing
Deep analysis of how the Thermodynamic Elastic Compiler (TEC) leverages Landauer's Principle and reversible computing to reduce AI energy consumption by eliminating 99.5% of bit erasures, with applications in edge AI and distributed deployment.
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·2 min
GPT-5.6 Price Cut of 80%: How OpenAI Reclaims the AI Price-Performance Throne
OpenAI launches GPT-5.6 with 80% price cuts on its Luna model series, surpassing DeepSeek on the price-performance curve. Analysis of the tech logic, developer impact, and AI price war trends.
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·2 min
GPT-5.6 Price Cut of 80%: How OpenAI Reclaims the AI Price-Performance Throne
OpenAI releases GPT-5.6 with 80% price cuts on Luna models, overtaking DeepSeek on price-performance. Analysis of the tech logic, developer impact, and AI pricing trends.
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·6 min
Securely Exposing Self-Hosted Services via VPS: Architecture & Practical Guide
Learn how to securely expose self-hosted services via VPS using WireGuard tunnels, Pangolin, and reverse proxies — enabling client-free access to Plex, Immich, and more while hiding your home IP.
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·3 min
Mistral Deepens Partnership with Microsoft: How Sovereign AI Is Landing in the European Enterprise Market
Mistral expands its strategic partnership with Microsoft, delivering controllable frontier AI to Europe's regulated industries through open-weight models and Azure Local deployment.
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·3 min
Mistral and Microsoft Deepen Partnership: How Sovereign AI Is Landing in the European Enterprise Market
Mistral and Microsoft expand their strategic partnership, delivering controllable frontier AI to Europe's regulated industries through open-weight models and Azure local deployment.
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·3 min
Carolina Cloud Pays SOFR Interest on Idle Prepaid Credits: A New Approach to Cloud Computing Billing
Carolina Cloud pays SOFR interest on unused prepaid credit balances, breaking cloud industry norms. We analyze the business logic, community debate, and implications for cloud services.
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