From Ingress NGINX to Higress: migrating 60+ resources in 30 minutes with AI
… Model Context Protocol MCP : Higress supports hosting MCP servers, allowing AI agents to securely interact with enterprise tools and data via the gateway. …
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A decade of governance: Cloud Custodian at 10 and its role in the agentic AI era
… As an incubating project within CNCF, it allows organizations to define and enforce policies for FinOps, security, and compliance across multiple providers. …
Building a cloud native platform from the ground up with Kairos, k0rdent, and bindy
… Compliance posture is consistent by default. …
Three TAG leads walk into the TOC
… If security keeps you up at night, TAG Security and Compliance is your place. …
The state of AI in CNCF projects: A first look at the data
… How maintainers use AI: Tools and workflows Modern AI tools have moved beyond simple web chatbots and are now deeply integrated into daily routines. …
Why Kubernetes policy enforcement happens too late—and what to do about it
… This builds shared awareness of policy intent—not just individual compliance. …
What kubectl debug doesn’t tell you: The silent evidence gap
… In some regulated environments, this has compliance implications. …
Why cloud native belongs at the heart of agentic AI: Lessons from building a multi-agent security platform on Kubernetes
… It is designed to fire in three cases: reviewer confidence falls below threshold; the asset is on an always-escalate list control-plane components, identity stores, anything customer-facing or compliance-sensitive ; or the proposed action would exceed a configured blast radius. “Should this case es… …
Designing end-to-end ingress request tracing for multi-tenant SaaS platforms
… Treating data exclusion as a design constraint simplifies security reviews and reduces long‑term compliance risk. …
From data residency to digital sovereignty: Architectural patterns for cloud native platforms
… In practice, operators often run shared platforms that support multiple regulated environments simultaneously, each with its own operational, compliance, and residency requirements. …
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