Deep dives on AI infrastructure, MLOps, GPU clusters, and building with agents.
Technical brief: prebuilt OpenResty Dockerfile, Buildx/GHA cache, Ansible extract, delivery pipeline DEPLOY_MODE, and an operator+agent loop for fini…
Claude Code vs Claude Cowork vs ChatGPT/OpenAI Agents: team matrix, GPT-5.6/GPT-6 class APIs, MCP OAuth, and approval gates
LangChain/LangGraph/LangSmith, Apache Airflow 3.x, MCP gates, Ring Promoter, and OTel cost control for enterprise agent workflows
Buyer and architect brief: DGX Spark (GB10), DGX Station (Blackwell Ultra / GB300 class), Mac Studio M5 Max/Ultra, Boston Limited racks
Stages, signatures, binding precedence, and the roadmap beyond MVP
Technical brief: request-path WAF pipeline, eight first-class stages, signature governance, layered edge controls, and safe rollout practice
Technical deep dive: promotion protocol, version-verified health, deployers, gates, production password, auto-promote, and the CI REST API
