Prometheus, Grafana, Datadog, Gcp, Terraform, Kubernetes, Python, AWS, error budgets, alerting systems, observability and monitoring platforms, Infrastructure as Code, SLIs, metrics logging, Go, distributed tracing, OpenTelemetry, SLOs, container orchestration

Testing, Software Architecture, Design, structural architecture-fitness tests, developer-platform work, spec-driven development, type checkers, context engineering, AI coding agents, Static Analysis, containerized build test environments, Development, agent orchestration, linters, deterministic computational controls, instrumentation observability, fitness functions, CI pipelines

API design, Grafana, Typescript, Pandas, Datadog, Ocr, AWS, Redis, Node.js, Kubernetes, Python, Gcp, Docker, PostgreSQL, Javascript, spaCy, GitHub Actions, OpenAI, Claude, TesserAct, LangChain, microservices architecture, CI CD pipelines