Full-stack backend development with Python, Django, PostgreSQL, migrations, PowerShell automation, and RAG/vector storage patterns. Use when building backend APIs, database models, migrations, automation scripts, or AI knowledge retrieval features.
CAB (Change Advisory Board) workflow patterns for EUCORA including evidence pack generation, risk scoring formulas, approval workflows, and exception management. Use when implementing CAB approvals, generating evidence packs, or calculating risk scores.
Execution plane connector patterns for EUCORA including Intune, Jamf Pro, SCCM, Landscape, and Ansible integration. Use when building connectors, implementing idempotent operations, or integrating with MDM/UEM platforms.
DevOps and CI/CD patterns for EUCORA including GitHub Actions workflows, Docker Compose orchestration, quality gates, and pre-commit hooks. Use when creating pipelines, configuring containers, or implementing quality enforcement.
Kubernetes deployment patterns for EUCORA including Deployments, Services, ConfigMaps, Secrets, Ingress, and Helm. Use when deploying to Kubernetes, configuring k8s resources, or managing container orchestration.
Observability patterns for EUCORA including Prometheus metrics, Grafana dashboards, alerting rules, and structured logging. Use when configuring monitoring, creating dashboards, or implementing metrics collection.
1E DEX Platform (TeamViewer DEX) integration for Digital Employee Experience metrics, boot time monitoring, user sentiment, and Green IT carbon footprint tracking. Use when implementing DEX dashboards, syncing 1E data, or tracking sustainability metrics.
React + TypeScript development patterns for EUCORA frontend. Use when building React components, managing state, or creating UI features. Includes contracts.ts patterns, TanStack Query, Zustand, and shadcn/ui guidelines.