Category
AI & Cloud Infrastructure
AI hardware, data-centre infrastructure, GPUs, HBM memory supply, and the cloud + on-prem architecture that powers enterprise AI at scale.
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Meta entered the cloud market in 2026: what it means for your AI budget
Bloomberg reported on July 1, 2026 that Meta is building a cloud business to rent out AI compute and host Llama models. A fourth serious cloud vendor changes the math on price, negotiation, and lock-in for enterprise
Manu Shukla -
SharePoint RCE CVE-2026-45659: a 7-step patch-and-harden checklist for 2026
CISA added SharePoint RCE CVE-2026-45659 (CVSS 8.8) to its Known Exploited Vulnerabilities catalog with a July 4, 2026 federal deadline. Here is the defensive patch-and-harden checklist for on-premises SharePoint Server.
Manu Shukla -
Manage Azure VMs from AWS in 2026: Systems Manager multicloud, now free
AWS removed its advanced-instances tier on June 30, 2026, so you can manage Azure VMs from AWS Systems Manager at no per-node charge. A setup walkthrough, an honest SSM versus Azure Arc comparison, and the App Manager
Manu Shukla -
Claude hits GA on Microsoft Foundry: what Consumption Units mean for your Azure bill in 2026
Claude reached general availability in Microsoft Foundry in late June 2026, billed in Claude Consumption Units where 100 CCU equals $1. How CCU conversion works and what it changes for your Azure bill.
Manu Shukla -
GPT-5.6's 3 tiers reset enterprise AI inference costs in 2026
OpenAI's GPT-5.6 (Sol, Terra, Luna) went public on July 9, 2026, with Luna at $1/$6 per million tokens. We compare the new tiers to Claude Sonnet 5 and Gemini, and the levers that cut inference bills 60 to 80 percent.
Manu Shukla -
NVIDIA's Vera Rubin hits the cloud: what the new instances mean for AI workloads in 2026
NVIDIA's Vera Rubin platform entered full production on June 1, 2026 and ships to eight cloud partners this fall, promising 5x inference over Blackwell and up to 10x lower cost per token. Here is what infrastructure
Manu Shukla -
3 Chinese open models that cut enterprise AI bills 60-90% in 2026
US firms routed up to 46% of their OpenRouter tokens to Chinese open models in 2026 because they cost 60-90% less. Here is how DeepSeek, Qwen and GLM compare with OpenAI and Google on price, quality and risk.
Manu Shukla -
2026: AFM Cloud Pro vs Gemini frontier for your enterprise AI stack
Apple runs AFM 3 Cloud Pro on Nvidia Blackwell GPUs inside Google Cloud, refined by Gemini frontier models, while reportedly paying Google about $1 billion a year. What Apple's Google-Nvidia architecture means
Manu Shukla -
5 architecture decisions behind AFM 3 Cloud Pro on Nvidia GPUs (2026)
Apple extended Private Cloud Compute to Nvidia Blackwell GPUs in Google Cloud to run AFM 3 Cloud Pro, its ~1.2T-parameter server model. Here are 5 architecture decisions behind it, for private-cloud AI teams.
Manu Shukla -
AFM Cloud Pro on Nvidia GPUs: what it means for enterprise in 2026
Apple's AFM 3 Cloud Pro runs a frontier model on Nvidia GPUs in Google Cloud under Private Cloud Compute. What that architecture means for enterprise teams, and the observability gap it leaves.
Manu Shukla -
5 architecture decisions behind Apple Intelligence on Nvidia GPUs (2026)
At WWDC 2026 Apple extended Private Cloud Compute to Google Cloud on Nvidia Blackwell GPUs. Here are five architecture decisions CTOs should take from Apple's private-AI design.
Manu Shukla -
Apple's system orchestrator: how 3-tier AI routing works in 2026
At WWDC 2026 Apple detailed a system orchestrator that decides what runs on-device, what goes to Private Cloud Compute, and what reaches a cloud model. How the routing works, for engineers.
Manu Shukla -
Healthcare AI in India 2026: 6 steps to stay CDSCO and DPDP compliant
India is moving healthcare AI from pilots to regulated deployment under CDSCO and DPDP. Here are six steps to classify, license, and run an AI medical-software product compliantly in 2026.
Manu Shukla -
OpenAI Weighs Drastic Token Price Cuts as Anthropic Hits $47B (2026)
OpenAI is weighing drastic token price cuts to win users from Anthropic per WSJ June 11, 2026. The competitive context, numbers, and what enterprise buyers should expect.
Manu Shukla -
SK Hynix–Nvidia Multi-Year AI Factories Deal: What It Means (2026)
SK Hynix and Nvidia signed a multi-year technology partnership on June 7, 2026 to co-develop next-generation memory for Vera Rubin, Vera CPUs, RTX Spark PCs and Jetson Thor robotics.
Manu Shukla