Kubernetes
Policy Orchestration Across Clusters: Central Control, Local Autonomy
Distribute and govern policies across many clusters: central visibility and rollout with guardrails that respect local autonomy.
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Platform Engineering
Golden Paths v3: Multi‑Runtime Templates and Test Orchestration
Evolve golden paths beyond web APIs: multi‑runtime templates (batch, data, serverless) with built‑in test orchestration and environments.
Kubernetes
Carbon‑ and Cost‑Aware Scheduling for Kubernetes
Optimize for both spend and sustainability: region choices, time‑of‑day scheduling, and policy guardrails for Kubernetes workloads.
AI
AI‑Assisted Operations: LLM Runbooks, Incident Copilots, and Guardrails
Use AI safely in operations: retrieval‑augmented runbooks, incident copilots, and policy guardrails with full auditability.
AI
Automation Guardrails for AI Workflows
Guardrails that keep AI-driven automation from wrecking prod: contracts, flags, tests, and fast kill switches.
Service Mesh
Ambient Mesh and Sidecarless Service Mesh: Operating at Scale
Run sidecarless mesh models in production: traffic, policy, and mTLS without per‑pod sidecars—operational tradeoffs and runbooks.