Initial commit: LLM Automation Docs & Remediation Engine v2.0

Features:
- Automated datacenter documentation generation
- MCP integration for device connectivity
- Auto-remediation engine with safety checks
- Multi-factor reliability scoring (0-100%)
- Human feedback learning loop
- Pattern recognition and continuous improvement
- Agentic chat support with AI
- API for ticket resolution
- Frontend React with Material-UI
- CI/CD pipelines (GitLab + Gitea)
- Docker & Kubernetes deployment
- Complete documentation and guides

v2.0 Highlights:
- Auto-remediation with write operations (disabled by default)
- Reliability calculator with 4-factor scoring
- Human feedback system for continuous learning
- Pattern-based progressive automation
- Approval workflow for critical actions
- Full audit trail and rollback capability

deploy/kubernetes/configmap.yaml

@@ -0,0 +1,10 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: datacenter-config
+  namespace: datacenter-docs
+data:
+  mcp-server-url: "https://mcp.company.local"
+  mongodb-database: "datacenter_docs"
+  log-level: "INFO"
+  max-tokens: "4096"

deploy/kubernetes/deployment.yaml

@@ -0,0 +1,178 @@
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: api
+  namespace: datacenter-docs
+spec:
+  replicas: 3
+  selector:
+    matchLabels:
+      app: api
+  template:
+    metadata:
+      labels:
+        app: api
+    spec:
+      containers:
+      - name: api
+        image: registry.company.local/datacenter-docs/api:latest
+        ports:
+        - containerPort: 8000
+        env:
+        - name: MONGODB_URL
+        - name: MONGODB_DATABASE
+          value: "datacenter_docs"
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: mongodb-url
+        - name: REDIS_URL
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: redis-url
+        - name: MCP_SERVER_URL
+          valueFrom:
+            configMapKeyRef:
+              name: datacenter-config
+              key: mcp-server-url
+        - name: MCP_API_KEY
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: mcp-api-key
+        - name: ANTHROPIC_API_KEY
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: anthropic-api-key
+        resources:
+          requests:
+            memory: "512Mi"
+            cpu: "250m"
+          limits:
+            memory: "1Gi"
+            cpu: "1000m"
+        livenessProbe:
+          httpGet:
+            path: /health
+            port: 8000
+          initialDelaySeconds: 30
+          periodSeconds: 10
+        readinessProbe:
+          httpGet:
+            path: /health
+            port: 8000
+          initialDelaySeconds: 5
+          periodSeconds: 5
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: chat
+  namespace: datacenter-docs
+spec:
+  replicas: 2
+  selector:
+    matchLabels:
+      app: chat
+  template:
+    metadata:
+      labels:
+        app: chat
+    spec:
+      containers:
+      - name: chat
+        image: registry.company.local/datacenter-docs/chat:latest
+        ports:
+        - containerPort: 8001
+        env:
+        - name: MONGODB_URL
+        - name: MONGODB_DATABASE
+          value: "datacenter_docs"
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: mongodb-url
+        - name: REDIS_URL
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: redis-url
+        - name: MCP_SERVER_URL
+          valueFrom:
+            configMapKeyRef:
+              name: datacenter-config
+              key: mcp-server-url
+        - name: MCP_API_KEY
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: mcp-api-key
+        - name: ANTHROPIC_API_KEY
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: anthropic-api-key
+        resources:
+          requests:
+            memory: "512Mi"
+            cpu: "250m"
+          limits:
+            memory: "1Gi"
+            cpu: "1000m"
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: worker
+  namespace: datacenter-docs
+spec:
+  replicas: 3
+  selector:
+    matchLabels:
+      app: worker
+  template:
+    metadata:
+      labels:
+        app: worker
+    spec:
+      containers:
+      - name: worker
+        image: registry.company.local/datacenter-docs/worker:latest
+        env:
+        - name: MONGODB_URL
+        - name: MONGODB_DATABASE
+          value: "datacenter_docs"
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: mongodb-url
+        - name: REDIS_URL
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: redis-url
+        - name: MCP_SERVER_URL
+          valueFrom:
+            configMapKeyRef:
+              name: datacenter-config
+              key: mcp-server-url
+        - name: MCP_API_KEY
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: mcp-api-key
+        - name: ANTHROPIC_API_KEY
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: anthropic-api-key
+        resources:
+          requests:
+            memory: "512Mi"
+            cpu: "250m"
+          limits:
+            memory: "2Gi"
+            cpu: "1000m"

deploy/kubernetes/deployment.yaml.bak

@@ -0,0 +1,172 @@
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: api
+  namespace: datacenter-docs
+spec:
+  replicas: 3
+  selector:
+    matchLabels:
+      app: api
+  template:
+    metadata:
+      labels:
+        app: api
+    spec:
+      containers:
+      - name: api
+        image: registry.company.local/datacenter-docs/api:latest
+        ports:
+        - containerPort: 8000
+        env:
+        - name: DATABASE_URL
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: database-url
+        - name: REDIS_URL
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: redis-url
+        - name: MCP_SERVER_URL
+          valueFrom:
+            configMapKeyRef:
+              name: datacenter-config
+              key: mcp-server-url
+        - name: MCP_API_KEY
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: mcp-api-key
+        - name: ANTHROPIC_API_KEY
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: anthropic-api-key
+        resources:
+          requests:
+            memory: "512Mi"
+            cpu: "250m"
+          limits:
+            memory: "1Gi"
+            cpu: "1000m"
+        livenessProbe:
+          httpGet:
+            path: /health
+            port: 8000
+          initialDelaySeconds: 30
+          periodSeconds: 10
+        readinessProbe:
+          httpGet:
+            path: /health
+            port: 8000
+          initialDelaySeconds: 5
+          periodSeconds: 5
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: chat
+  namespace: datacenter-docs
+spec:
+  replicas: 2
+  selector:
+    matchLabels:
+      app: chat
+  template:
+    metadata:
+      labels:
+        app: chat
+    spec:
+      containers:
+      - name: chat
+        image: registry.company.local/datacenter-docs/chat:latest
+        ports:
+        - containerPort: 8001
+        env:
+        - name: DATABASE_URL
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: database-url
+        - name: REDIS_URL
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: redis-url
+        - name: MCP_SERVER_URL
+          valueFrom:
+            configMapKeyRef:
+              name: datacenter-config
+              key: mcp-server-url
+        - name: MCP_API_KEY
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: mcp-api-key
+        - name: ANTHROPIC_API_KEY
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: anthropic-api-key
+        resources:
+          requests:
+            memory: "512Mi"
+            cpu: "250m"
+          limits:
+            memory: "1Gi"
+            cpu: "1000m"
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: worker
+  namespace: datacenter-docs
+spec:
+  replicas: 3
+  selector:
+    matchLabels:
+      app: worker
+  template:
+    metadata:
+      labels:
+        app: worker
+    spec:
+      containers:
+      - name: worker
+        image: registry.company.local/datacenter-docs/worker:latest
+        env:
+        - name: DATABASE_URL
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: database-url
+        - name: REDIS_URL
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: redis-url
+        - name: MCP_SERVER_URL
+          valueFrom:
+            configMapKeyRef:
+              name: datacenter-config
+              key: mcp-server-url
+        - name: MCP_API_KEY
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: mcp-api-key
+        - name: ANTHROPIC_API_KEY
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: anthropic-api-key
+        resources:
+          requests:
+            memory: "512Mi"
+            cpu: "250m"
+          limits:
+            memory: "2Gi"
+            cpu: "1000m"

deploy/kubernetes/ingress.yaml

@@ -0,0 +1,39 @@
+apiVersion: networking.k8s.io/v1
+kind: Ingress
+metadata:
+  name: datacenter-docs
+  namespace: datacenter-docs
+  annotations:
+    kubernetes.io/ingress.class: nginx
+    cert-manager.io/cluster-issuer: letsencrypt-prod
+    nginx.ingress.kubernetes.io/ssl-redirect: "true"
+spec:
+  tls:
+  - hosts:
+    - docs.company.local
+    secretName: datacenter-docs-tls
+  rules:
+  - host: docs.company.local
+    http:
+      paths:
+      - path: /api
+        pathType: Prefix
+        backend:
+          service:
+            name: api
+            port:
+              number: 8000
+      - path: /chat
+        pathType: Prefix
+        backend:
+          service:
+            name: chat
+            port:
+              number: 8001
+      - path: /
+        pathType: Prefix
+        backend:
+          service:
+            name: frontend
+            port:
+              number: 80

deploy/kubernetes/mongodb.yaml

@@ -0,0 +1,151 @@
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: mongodb
+  namespace: datacenter-docs
+  labels:
+    app: mongodb
+spec:
+  ports:
+  - port: 27017
+    targetPort: 27017
+    name: mongodb
+  clusterIP: None
+  selector:
+    app: mongodb
+---
+apiVersion: apps/v1
+kind: StatefulSet
+metadata:
+  name: mongodb
+  namespace: datacenter-docs
+spec:
+  serviceName: mongodb
+  replicas: 3  # MongoDB replica set
+  selector:
+    matchLabels:
+      app: mongodb
+  template:
+    metadata:
+      labels:
+        app: mongodb
+    spec:
+      terminationGracePeriodSeconds: 10
+      containers:
+      - name: mongodb
+        image: mongo:7.0
+        command:
+        - mongod
+        - "--replSet"
+        - "rs0"
+        - "--bind_ip_all"
+        - "--auth"
+        ports:
+        - containerPort: 27017
+          name: mongodb
+        env:
+        - name: MONGO_INITDB_ROOT_USERNAME
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: mongodb-root-user
+        - name: MONGO_INITDB_ROOT_PASSWORD
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: mongodb-root-password
+        - name: MONGO_INITDB_DATABASE
+          value: "datacenter_docs"
+        volumeMounts:
+        - name: mongodb-data
+          mountPath: /data/db
+        - name: mongodb-config
+          mountPath: /data/configdb
+        resources:
+          requests:
+            memory: "512Mi"
+            cpu: "500m"
+          limits:
+            memory: "2Gi"
+            cpu: "2000m"
+        livenessProbe:
+          exec:
+            command:
+            - mongosh
+            - --eval
+            - "db.adminCommand('ping')"
+          initialDelaySeconds: 30
+          periodSeconds: 10
+          timeoutSeconds: 5
+          failureThreshold: 3
+        readinessProbe:
+          exec:
+            command:
+            - mongosh
+            - --eval
+            - "db.adminCommand('ping')"
+          initialDelaySeconds: 5
+          periodSeconds: 10
+          timeoutSeconds: 5
+          failureThreshold: 3
+  volumeClaimTemplates:
+  - metadata:
+      name: mongodb-data
+    spec:
+      accessModes: [ "ReadWriteOnce" ]
+      storageClassName: standard
+      resources:
+        requests:
+          storage: 20Gi
+  - metadata:
+      name: mongodb-config
+    spec:
+      accessModes: [ "ReadWriteOnce" ]
+      storageClassName: standard
+      resources:
+        requests:
+          storage: 1Gi
+---
+# MongoDB initialization job (optional, for replica set setup)
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: mongodb-init
+  namespace: datacenter-docs
+spec:
+  template:
+    spec:
+      restartPolicy: OnFailure
+      containers:
+      - name: init
+        image: mongo:7.0
+        command:
+        - /bin/bash
+        - -c
+        - |
+          sleep 30
+          mongosh --host mongodb-0.mongodb.datacenter-docs.svc.cluster.local \
+            --username $MONGO_ROOT_USER --password $MONGO_ROOT_PASSWORD \
+            --authenticationDatabase admin \
+            --eval '
+              rs.initiate({
+                _id: "rs0",
+                members: [
+                  { _id: 0, host: "mongodb-0.mongodb.datacenter-docs.svc.cluster.local:27017" },
+                  { _id: 1, host: "mongodb-1.mongodb.datacenter-docs.svc.cluster.local:27017" },
+                  { _id: 2, host: "mongodb-2.mongodb.datacenter-docs.svc.cluster.local:27017" }
+                ]
+              })
+            '
+        env:
+        - name: MONGO_ROOT_USER
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: mongodb-root-user
+        - name: MONGO_ROOT_PASSWORD
+          valueFrom:
+            secretKeyRef:
+              name: datacenter-secrets
+              key: mongodb-root-password

deploy/kubernetes/namespace.yaml

@@ -0,0 +1,6 @@
+apiVersion: v1
+kind: Namespace
+metadata:
+  name: datacenter-docs
+  labels:
+    name: datacenter-docs

deploy/kubernetes/secrets-template.yaml

@@ -0,0 +1,32 @@
+# Template for Kubernetes Secrets
+# IMPORTANT: Do not commit this file with real values!
+# Create actual secret with:
+# kubectl create secret generic datacenter-secrets \
+#   --from-literal=mongodb-url='mongodb://admin:password@mongodb:27017' \
+#   --from-literal=mongodb-root-user='admin' \
+#   --from-literal=mongodb-root-password='secure_password' \
+#   --from-literal=redis-url='redis://:password@redis:6379/0' \
+#   --from-literal=mcp-api-key='your-mcp-key' \
+#   --from-literal=anthropic-api-key='sk-ant-api03-xxx' \
+#   -n datacenter-docs
+
+apiVersion: v1
+kind: Secret
+metadata:
+  name: datacenter-secrets
+  namespace: datacenter-docs
+type: Opaque
+stringData:
+  # MongoDB
+  mongodb-url: "mongodb://admin:CHANGE_ME@mongodb:27017"
+  mongodb-root-user: "admin"
+  mongodb-root-password: "CHANGE_ME"
+  
+  # Redis
+  redis-url: "redis://:CHANGE_ME@redis:6379/0"
+  
+  # MCP Server
+  mcp-api-key: "CHANGE_ME"
+  
+  # Anthropic Claude
+  anthropic-api-key: "sk-ant-api03-CHANGE_ME"

deploy/kubernetes/service.yaml

@@ -0,0 +1,26 @@
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: api
+  namespace: datacenter-docs
+spec:
+  selector:
+    app: api
+  ports:
+  - port: 8000
+    targetPort: 8000
+  type: ClusterIP
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: chat
+  namespace: datacenter-docs
+spec:
+  selector:
+    app: chat
+  ports:
+  - port: 8001
+    targetPort: 8001
+  type: ClusterIP