Ai

5 posts tagged

Published on: 9 min read

AI Tool Gateways: Sandboxing Agent Access in Kubernetes

Security AI Kubernetes Platform-Engineering Zero-Trust Architecture-Patterns

AI agents have unlimited ambition and undefined access boundaries. You have sandboxed everything else. Here is how to sandbox your agents too.

Published on: 8 min read

Observing LLM Inference: The Metrics That Actually Matter

Observability AI Platform-Engineering Kubernetes Architecture-Patterns

TTFT is your SLO, not throughput. Here is what to measure for LLM inference, and what Google ADK, LangChain, and LangGraph give you out of the box.

Published on: 12 min read

The M5 Pro Setup: Same Mac, Different Era

Developer-Experience macOS Setup Tools AI Software-Development Security

Why 48GB changes a Mac from coding laptop into an AI workstation for local models, parallel agents, and platform engineering.

Published on: 12 min read

Google's GAIL Certification: Useful Strategy, Thin Engineering

AI GCP Certification Platform-Engineering Developer-Experience

Notes on Google's GAIL certification from a platform engineer: useful for strategy conversations, thin on the messy reality of shipping AI.

Published on: 10 min read

Running Deep Learning Models at the Edge with Intel OpenVINO

AI Computer-Vision Edge-Computing Deep-Learning Tools

A practical guide to deploying deep learning and computer vision models on Intel edge hardware with OpenVINO, from IR conversion to device trade-offs.