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Reported updates and developments for technology leaders.
Microsoft plans multi-gigawatt Azure Maia expansion from 2027
Microsoft says Maia 200 is serving production workloads and plans to scale its Maia family to multi-gigawatt deployments starting in 2027. The announcement also presents Maia 300 as…
Microsoft argues for continuous controls over enterprise AI agents
Microsoft’s security leadership has argued that enterprise agents should be governed as active participants with identities, tools, and permissions. Its October post calls for continuous monitoring and controls…
Microsoft outlines workload-based digital sovereignty options
Microsoft has outlined its next stage of Sovereign Cloud capabilities across public cloud, customer-operated environments, and a partner ecosystem. Its announcement frames sovereignty as a workload-specific choice involving…
Google OAuth adds DPoP binding for refresh tokens
Google’s OAuth Platform has added DPoP binding for refresh tokens. Google describes cryptographic binding to a client-held key, while short-lived access tokens remain bearer tokens in its implementation.
Google demonstrates a continuous evaluation loop with Agents CLI
Google Developers has published a walkthrough of the Agents CLI evaluation workflow. It covers generating traces, grading results, comparing runs, analyzing failures, and using evaluations to test changes.
Kubernetes publishes guidance on the shift to cgroup v2
The Kubernetes project has published guidance on the transition to cgroup v2. The discussion concerns the Linux resource-control mechanisms Kubernetes uses for CPU and memory management, and the…
Kubernetes forms a Workload Conformance Working Group
The Kubernetes community has announced a Workload Conformance Working Group to develop a shared specification, objective tests, and tooling for workload behavior. The initiative addresses application behavior during…
GitHub makes local Copilot sandboxing generally available
GitHub has announced general availability of local sandboxing for Copilot. Its description covers policy-based limits on filesystem, network, and credential access for agent-initiated tools.
GitHub Agentic Workflows reaches general availability
GitHub has made Agentic Workflows generally available. The open-source project runs reasoning-based tasks inside GitHub Actions and compiles natural-language Markdown workflow definitions into Actions YAML.
GitHub Copilot Fusion becomes generally available for model orchestration
GitHub says Copilot Fusion is generally available, combining model selection with multi-model orchestration. Developers select a system and effort level rather than choosing a model for every step.