Tag: Cloud Native
Posts with this tag
- Amazon SageMaker HyperPod Inference Gateway: Where GPU-Aware Routing Helps
An engineering analysis of how Amazon SageMaker HyperPod Inference Gateway uses KV cache, queue depth, LoRA, and prefix-cache signals, with the EKS add-on, CRD, failure, benchmark, and vendor-claim boundaries made explicit.
- Redpanda Agentic Data Plane v0.2.61: Push Credentials, Context, and Write Authority to the Agent Boundary
A close reading of Redpanda Agentic Data Plane v0.2.61 and v0.2.60: credential passthrough, context estimates, activity filtering, Pylon capability gates, and the earlier v0.2.58 audit semantics.
- MCP Spec Update: Stateless Core, Tasks, and Apps
What changed in the MCP 2026-07-28 spec versus earlier versions: stateless core, Tasks, Apps, and whether to migrate. The date belongs in the body, not the title.
- Financial AI Engineering Platform Engineering: Building Operational Agentic AI with Cloud-Native Architecture
Summary of my Cloud Summit sharing: Three lifelines for financial AI deployment, why PoCs get stuck, the three-tier architecture of Cloud Native AI Runtime, MCP tool governance, Hybrid Search and Agentic RAG, and why accuracy is a workflow property rather than a model feature.
For speaking invitations, internal engineering sessions, or architecture exchange, see the topics and public work I can bring into the conversation.
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