Kubeflow SDK evolution- One million downloads and counting
… The WG’s work shipped as pip install kubeflow in November 2025 , with TrainerClient and OptimizerClient as the first two unified clients. …
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Is Cloud Custodian compatible with multiple clouds?
Yes, it provides a unified DSL to manage resources across AWS, Azure, GCP, and OCI , ensuring a single source of truth for organizational policy.
A decade of governance: Cloud Custodian at 10 and its role in the agentic AI eraHow does Cloud Custodian help with cost management?
It uses policies to reduce waste by eliminating idle or underprovisioned resources, including idle training jobs and GPU fleets. It also prevents costly misconfigurations such as oversized storage tiers, ensuring cloud environments stay efficient and well-governed.
A decade of governance: Cloud Custodian at 10 and its role in the agentic AI eraA decade of governance: Cloud Custodian at 10 and its role in the agentic AI era
… Yes, it provides a unified DSL to manage resources across AWS, Azure, GCP, and OCI , ensuring a single source of truth for organizational policy. …
The tools are ready. So why are most cloud native teams still running three observability stacks?
… Only 7.4% have achieved a single unified observability experience. When teams were asked what single improvement would most benefit their observability setup, the lack of a unified solution ranked first across all company sizes, from startups to large enterprises. …
Platform engineering for the agentic enterprise: Managing applications, resources, and AI agents
… Because these capabilities operate on the same contextual model, they can collaborate consistently rather than functioning as isolated automations. …
Building a cloud native internal developer platform with Kubernetes, GitOps, and supply chain security
… Prometheus handles metrics, Loki handles log aggregation using lightweight label-based indexing, and Grafana provides a unified visualization layer. …
KeycloakCon Japan 2026: Navigating cloud native identity and the AI frontier
…Tatsuya brings massive-scale real-world context from the infrastructure powering LINE and Yahoo! JAPAN, showing how to unify Keycloak with CNCF Athenz to prevent the notorious “Confused Deputy” vulnerability. Zero-Trust…
Kubeflow unveils new cloud native innovations to supercharge AI
… Kubeflow technical updates Kubeflow SDK: Native spark connect support + streamlined LLM fine-tuning The latest release of Kubeflow SDK takes a major step toward a single, unified developer experience for building end-to-end AI workloads at scale. …
From Ingress NGINX to Higress: migrating 60+ resources in 30 minutes with AI
… LLM Protocol Governance: It provides a unified protocol to interface with various LLM providers, enabling teams to switch models behind a single, secure endpoint. …
The 4-body problem of SRE: Why autonomous operations depend on context
… Integrate them into a unified knowledge graph you can query, version, and reason over. …
Telemetry that matters: Designing sustainable, high-impact observability pipelines
… An open ecosystem relies on standardized layers: semantic conventions for unified labels, entry-point APIs, SDK implementations, and open protocols like OTLP to ship data to a backend. …