Reference Architectures
10 real-world architectures where architect fits in production systems. Each one includes a flow diagram, YAML configuration, implementation commands, and the architect features used.
Self-Healing CI/CD Pipeline
CI/CDTests fail in CI → architect automatically fixes them with Ralph Loop → creates a PR with the fix.
PR Quality Gate + Auto-Remediation
DevelopmentLinters and SAST detect findings in a PR → architect applies the fixes → pushes to the same PR.
Security Vulnerability Remediation Pipeline
SecurityScanner detects CVEs → 4-step pipeline analyzes, fixes, re-scans, and documents for compliance.
QA Bug Triage → Auto-Fix
QABug reported in Jira → architect reads the ticket via MCP → attempts fix with Ralph Loop → creates PR or escalates.
Codebase Migration Factory
Development200 React class files → hooks. Parallel workers migrate each file in isolated worktrees.
Infrastructure as Code with Guardrails
DevOpsGenerates Terraform with infrastructure guardrails. Dry-run, validate, tfsec scan, and automatic documentation.
AIOps Incident Code Remediation
AIOps / SREAlert → AIOps diagnoses root cause → architect applies code hotfix → PR with OTel trace.
ML Experiment Accelerator
MLOpsExperimental notebook → 5-step pipeline generates production code with tests and MLflow config.
Documentation-as-Code Pipeline
DevelopmentCode merged → architect reads git diff → Writer generates docs → Reviewer verifies → docs PR.
Monorepo Dependency Updater
DevOpsReact 18→19 across 12 packages. Parallel workers update each package with Ralph Loop.