Deep dives on AI infrastructure, MLOps, GPU clusters, and building with agents.
Technical brief: OTEL span schemas, collectors, FinOps PromQL, agent budgets, scoring, and LLM platforms for production agents
Technical brief: OS-style KV paging, near-zero-waste serving, agent debug loops, workstation token generation, and embedding-gated latent attention
Technical brief: cooperative scheduling, spawn_blocking vs Rayon vs dedicated threads, and Workstation polyglot guidance for modern application estat…
Technical brief: ring promotion control plane, version-verified health, kubectl / GitHub Actions / k8sjob deployers, and AI-powered deployment workfl…
Technical brief: OpenResty hot-path gateway, CDN cache, WAF, POPs/DNS, MCP management, and the Agents Gateway / MCP Gateway roadmap
Technical brief: three-mode incident loop, install (source/Helm/Docker/iOS), AutoPilot safety rails, MCP, runbooks, and production checklist
Workstation deep dive: architecture, Ollama tags/MLX, Meta benchmark matrix vs Gemma4-31B & Qwen3.6-27B, evaluation methodology, and production check…
