NVIDIA and NAVER are expanding a DSX-based AI factory from 55MW toward gigawatt scale, tying HyperCLOVA X, NemoClaw agents, and Seoul World Model to infrastructure capacity.
Microsoft introduced Rayfin and Fabric Apps preview so AI-built apps can deploy with Fabric database, authentication, GraphQL, and governance.
Anthropic added a Services Track and Partner Hub to the Claude Partner Network, ranking consultants by certification, production customers, and public references.
Snowflake expanded CoCo with Cloud Agents, SDKs, Slack, and Datastream, moving coding agents into Snowflake RBAC and audit controls.
AWS documented Nova Act limits for browser agents, including 100 sequential steps, 30-minute sessions, prompt injection boundaries, and IAM resources.
vLLM EAGLE 3.1 targets attention drift in speculative decoding, with early gains for long-context and coding-agent serving workloads.
DigitalOcean AI-Native Cloud shows why agent costs are shifting from GPU rental to inference routing, data, state, and operations.
DeepSeek is turning V4-Pro API discount pricing into the new baseline, forcing agent builders to recalculate inference cost and routing strategy.
Windows 365 for Agents isolates AI agent execution inside Cloud PCs and pairs with Agent 365 governance.
AWS SageMaker AI now supports OpenAI-compatible inference endpoints, moving enterprise LLM friction from model deployment toward API surfaces, IAM, and routing layers.
A 660-run SonarSource study with Claude Code suggests clean code may not raise pass rates, but it can reduce tokens and file revisits.
Claude Platform on AWS brings IAM, CloudTrail, and Marketplace billing to Anthropic native APIs, but its data boundary is not Bedrock.