diff --git a/.github/workflows/deploy-postgres.yml b/.github/workflows/deploy-postgres-dev.yml
similarity index 53%
rename from .github/workflows/deploy-postgres.yml
rename to .github/workflows/deploy-postgres-dev.yml
index 4537e45..784d2ae 100644
--- a/.github/workflows/deploy-postgres.yml
+++ b/.github/workflows/deploy-postgres-dev.yml
@@ -1,19 +1,16 @@
-name: Deploy DB Infrastructure
+name: Deploy DEV DB Infrastructure
 
 on:
   push:
     branches:
-      - main
-
+      - "feature/*"
 jobs:
   deploy:
     runs-on: mealcraft-runners
 
     steps:
-      - name: Checkout repo
-        uses: actions/checkout@v4
+      - uses: actions/checkout@v4
 
-      # Install kubectl
       - name: Install kubectl
         run: |
           sudo apt-get update
@@ -21,56 +18,30 @@ jobs:
           curl -LO "https://dl.k8s.io/release/$(curl -sL https://dl.k8s.io/release/stable.txt)/bin/linux/amd64/kubectl"
           sudo install -m 0755 kubectl /usr/local/bin/kubectl
 
-      # Configure kubeconfig (ARC in-cluster)
-      - name: Configure kubeconfig
+      - name: Configure kubeconfig (in-cluster)
         run: |
           KUBE_HOST="https://$KUBERNETES_SERVICE_HOST:$KUBERNETES_SERVICE_PORT"
           SA_TOKEN=$(cat /var/run/secrets/kubernetes.io/serviceaccount/token)
           CA_CERT=/var/run/secrets/kubernetes.io/serviceaccount/ca.crt
           NAMESPACE=$(cat /var/run/secrets/kubernetes.io/serviceaccount/namespace)
 
-          kubectl config set-cluster microk8s \
-            --server="$KUBE_HOST" \
-            --certificate-authority="$CA_CERT"
-
-          kubectl config set-credentials runner \
-            --token="$SA_TOKEN"
-
-          kubectl config set-context runner-context \
-            --cluster=microk8s \
-            --user=runner \
-            --namespace="$NAMESPACE"
-
+          kubectl config set-cluster microk8s --server="$KUBE_HOST" --certificate-authority="$CA_CERT"
+          kubectl config set-credentials runner --token="$SA_TOKEN"
+          kubectl config set-context runner-context --cluster=microk8s --user=runner --namespace="$NAMESPACE"
           kubectl config use-context runner-context
 
-      # 1️⃣ Secrets
-      - name: Apply DB secrets
-        run: |
-          kubectl apply -f db/k8s/secrets/
+      - name: Apply DEV secrets
+        run: kubectl apply -f db/k8s/secrets/
 
-      # 2️⃣ PostgreSQL
-      - name: Deploy Postgres
-        run: |
-          kubectl apply -f db/k8s/postgres/
-
-      # 3️⃣ Backups (CronJob)
-      - name: Deploy Postgres backups
-        run: |
-          kubectl apply -f db/k8s/backups/
+      - name: Deploy DEV Postgres
+        run: kubectl apply -f db/k8s/postgres/postgres-dev-stripe-to-invoice.yaml
 
   migrate:
     runs-on: mealcraft-runners
     needs: deploy
 
     steps:
-      - name: Checkout repo
-        uses: actions/checkout@v4
-
-      # Install Atlas
-      - name: debug
-        run: |
-          ls -la
-          pwd
+      - uses: actions/checkout@v4
 
       - name: Install kubectl
         run: |
@@ -79,14 +50,22 @@ jobs:
           curl -LO "https://dl.k8s.io/release/$(curl -sL https://dl.k8s.io/release/stable.txt)/bin/linux/amd64/kubectl"
           sudo install -m 0755 kubectl /usr/local/bin/kubectl
 
-
-      # Install Atlas
-      - name: Install Atlas CLI
+      - name: Configure kubeconfig (in-cluster)
         run: |
-          curl -sSf https://atlasgo.sh | sh
+          KUBE_HOST="https://$KUBERNETES_SERVICE_HOST:$KUBERNETES_SERVICE_PORT"
+          SA_TOKEN=$(cat /var/run/secrets/kubernetes.io/serviceaccount/token)
+          CA_CERT=/var/run/secrets/kubernetes.io/serviceaccount/ca.crt
+          NAMESPACE=$(cat /var/run/secrets/kubernetes.io/serviceaccount/namespace)
 
-      # Load DB creds from Kubernetes secret
-      - name: Load Postgres credentials
+          kubectl config set-cluster microk8s --server="$KUBE_HOST" --certificate-authority="$CA_CERT"
+          kubectl config set-credentials runner --token="$SA_TOKEN"
+          kubectl config set-context runner-context --cluster=microk8s --user=runner --namespace="$NAMESPACE"
+          kubectl config use-context runner-context
+
+      - name: Install Atlas
+        run: curl -sSf https://atlasgo.sh | sh
+
+      - name: Load DEV DB creds
         run: |
           export POSTGRES_USER=$(kubectl get secret postgres-secret -o jsonpath='{.data.POSTGRES_USER}' | base64 -d)
           export POSTGRES_PASSWORD=$(kubectl get secret postgres-secret -o jsonpath='{.data.POSTGRES_PASSWORD}' | base64 -d)
@@ -94,10 +73,8 @@ jobs:
           echo "POSTGRES_USER=$POSTGRES_USER" >> $GITHUB_ENV
           echo "POSTGRES_PASSWORD=$POSTGRES_PASSWORD" >> $GITHUB_ENV
 
-      - name: Run Atlas migrations (dev)
+      - name: Run Atlas migrations (DEV)
         run: |
           atlas migrate apply \
             --config file://./db/atlas/atlas.hcl \
             --env stripe_invoice_dev
-
-            
\ No newline at end of file
diff --git a/.github/workflows/deploy-postgres-prod.yml b/.github/workflows/deploy-postgres-prod.yml
new file mode 100644
index 0000000..92d62de
--- /dev/null
+++ b/.github/workflows/deploy-postgres-prod.yml
@@ -0,0 +1,66 @@
+name: Deploy PROD DB Infrastructure
+
+on:
+  push:
+    branches:
+      - main
+  workflow_dispatch:
+
+jobs:
+  deploy:
+    runs-on: mealcraft-runners
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install kubectl
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y curl ca-certificates
+          curl -LO "https://dl.k8s.io/release/$(curl -sL https://dl.k8s.io/release/stable.txt)/bin/linux/amd64/kubectl"
+          sudo install -m 0755 kubectl /usr/local/bin/kubectl
+
+      - name: Configure kubeconfig (in-cluster)
+        run: |
+          KUBE_HOST="https://$KUBERNETES_SERVICE_HOST:$KUBERNETES_SERVICE_PORT"
+          SA_TOKEN=$(cat /var/run/secrets/kubernetes.io/serviceaccount/token)
+          CA_CERT=/var/run/secrets/kubernetes.io/serviceaccount/ca.crt
+          NAMESPACE=$(cat /var/run/secrets/kubernetes.io/serviceaccount/namespace)
+
+          kubectl config set-cluster microk8s --server="$KUBE_HOST" --certificate-authority="$CA_CERT"
+          kubectl config set-credentials runner --token="$SA_TOKEN"
+          kubectl config set-context runner-context --cluster=microk8s --user=runner --namespace="$NAMESPACE"
+          kubectl config use-context runner-context
+
+      - name: Apply PROD secrets
+        run: kubectl apply -f db/k8s/secrets/
+
+      - name: Deploy PROD Postgres
+        run: kubectl apply -f db/k8s/postgres/
+
+      - name: Deploy PROD backups
+        run: kubectl apply -f db/k8s/backups/
+
+  migrate:
+    runs-on: mealcraft-runners
+    needs: deploy
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install Atlas
+        run: curl -sSf https://atlasgo.sh | sh
+
+      - name: Load PROD DB creds
+        run: |
+          export POSTGRES_USER=$(kubectl get secret postgres-prod-secret -o jsonpath='{.data.POSTGRES_USER}' | base64 -d)
+          export POSTGRES_PASSWORD=$(kubectl get secret postgres-prod-secret -o jsonpath='{.data.POSTGRES_PASSWORD}' | base64 -d)
+
+          echo "POSTGRES_USER=$POSTGRES_USER" >> $GITHUB_ENV
+          echo "POSTGRES_PASSWORD=$POSTGRES_PASSWORD" >> $GITHUB_ENV
+
+      - name: Run Atlas migrations (PROD)
+        run: |
+          atlas migrate apply \
+            --config file://./db/atlas/atlas.hcl \
+            --env stripe_invoice_prod
diff --git a/.vscode/settings.json b/.vscode/settings.json
index 0f5fdba..0004f17 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -19,7 +19,8 @@
         "<C-S-e>": false,
         "<C-b>": false,
         "<C-j>": false,
-        "<C-S-c>": false
+        "<C-S-c>": false,
+        "<C-k>": false
     },
 
     // Terminal copy/paste via Ctrl+Shift+C / Ctrl+Shift+V
diff --git a/db/.gitignore b/db/.gitignore
new file mode 100644
index 0000000..2eea525
--- /dev/null
+++ b/db/.gitignore
@@ -0,0 +1 @@
+.env
\ No newline at end of file
diff --git a/db/atlas/atlas.hcl b/db/atlas/atlas.hcl
index d2d7dfe..a2c53d8 100644
--- a/db/atlas/atlas.hcl
+++ b/db/atlas/atlas.hcl
@@ -1,5 +1,5 @@
 env "stripe_invoice_dev" {
-  url = "postgres://${getenv("POSTGRES_USER")}:${getenv("POSTGRES_PASSWORD")}@postgres.default.svc.cluster.local:5432/stripe_invoice?sslmode=disable"
+  url = "postgres://${getenv("POSTGRES_USER")}:${getenv("POSTGRES_PASSWORD")}@postgres-dev.default.svc.cluster.local:5432/stripe_invoice?sslmode=disable"
 
   migration {
     dir = "file://./db/atlas/stripe_invoice/migrations"
@@ -7,9 +7,11 @@ env "stripe_invoice_dev" {
 }
 
 env "stripe_invoice_prod" {
-  url = "postgres://${getenv("POSTGRES_USER")}:${getenv("POSTGRES_PASSWORD")}@postgres.default.svc.cluster.local:5432/stripe_invoice_prod?sslmode=disable"
+  url = "postgres://${getenv("POSTGRES_USER")}:${getenv("POSTGRES_PASSWORD")}@postgres-prod.default.svc.cluster.local:5432/stripe_invoice_prod?sslmode=disable"
+
 
   migration {
     dir = "file://./db/atlas/stripe_invoice/migrations"
   }
 }
+
diff --git a/db/atlas/stripe_invoice/migrations/0004_login_tokens.sql b/db/atlas/stripe_invoice/migrations/0004_login_tokens.sql
new file mode 100644
index 0000000..8366b1d
--- /dev/null
+++ b/db/atlas/stripe_invoice/migrations/0004_login_tokens.sql
@@ -0,0 +1,7 @@
+CREATE TABLE login_tokens (
+  id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
+  user_id UUID NOT NULL REFERENCES users(id) ON DELETE CASCADE,
+  token TEXT NOT NULL UNIQUE,
+  expires_at TIMESTAMPTZ NOT NULL,
+  created_at TIMESTAMPTZ NOT NULL DEFAULT now()
+);
\ No newline at end of file
diff --git a/db/atlas/stripe_invoice/migrations/atlas.sum b/db/atlas/stripe_invoice/migrations/atlas.sum
index c8772cc..37a363f 100644
--- a/db/atlas/stripe_invoice/migrations/atlas.sum
+++ b/db/atlas/stripe_invoice/migrations/atlas.sum
@@ -1,4 +1,5 @@
-h1:R/iRQ2a7u+QeDRyEVRvl8TcvAzRjWXbjBpn4dNpyMAA=
+h1:ELwFHTBDb63mdRBhmjXMMSpy05pUSVxH03zuUuHYAto=
 0001_init.sql h1:gzb02ZbjrrJkXOC+2qIZsngnj7A+29O2/b4awScPlPs=
 0002_auth.sql h1:4NhBu26dIBMy9gxMxM3tf6Z2CS2kfKlGjFBj07T/aBw=
 0003_stripe_xero.sql h1:E2bcdUDnondsXwbdIwVlZqR4DQwzcoDiyeRFJwVxXwg=
+0004_login_tokens.sql h1:rj1KcWu/0znh2YvtI7JV8Z2nwtL5rZzONbPwX1P+/PI=
diff --git a/db/k8s/backups/pg-backup-cronjob.yaml b/db/k8s/backups/pg-backup-cronjob.yaml
index e36d71b..5d7c265 100644
--- a/db/k8s/backups/pg-backup-cronjob.yaml
+++ b/db/k8s/backups/pg-backup-cronjob.yaml
@@ -1,9 +1,10 @@
 apiVersion: batch/v1
 kind: CronJob
 metadata:
-  name: postgres-backup
+  name: postgres-backup-dev
+  namespace: default
 spec:
-  schedule: "30 18 * * 5" # weekly on friday at 18:30
+  schedule: "30 18 * * 5" # weekly Friday 18:30
   jobTemplate:
     spec:
       template:
@@ -16,11 +17,47 @@ spec:
                 - /bin/sh
                 - -c
                 - |
-                  pg_dump stripe_invoice \
+                  pg_dump \
+                    -h postgres-dev.default.svc.cluster.local \
+                    -U $POSTGRES_USER \
+                    stripe_invoice \
                   | gzip \
-                  | aws s3 cp - s3://$S3_BUCKET/stripe_invoice/$(date +%F).sql.gz
+                  | aws s3 cp - s3://$S3_BUCKET/dev/stripe_invoice/$(date +%F).sql.gz
               envFrom:
                 - secretRef:
-                    name: postgres-secret
+                    name: postgres-secret        # DEV DB creds
                 - secretRef:
-                    name: aws-backup-secret
+                    name: aws-backup-secret     # shared AWS creds
+
+---
+
+apiVersion: batch/v1
+kind: CronJob
+metadata:
+  name: postgres-backup-prod
+  namespace: default
+spec:
+  schedule: "30 01 * * *" # daily at 01:30 (recommended for prod)
+  jobTemplate:
+    spec:
+      template:
+        spec:
+          restartPolicy: OnFailure
+          containers:
+            - name: backup
+              image: postgres:16
+              command:
+                - /bin/sh
+                - -c
+                - |
+                  pg_dump \
+                    -h postgres-prod.default.svc.cluster.local \
+                    -U $POSTGRES_USER \
+                    stripe_invoice_prod \
+                  | gzip \
+                  | aws s3 cp - s3://$S3_BUCKET/prod/stripe_invoice/$(date +%F).sql.gz
+              envFrom:
+                - secretRef:
+                    name: postgres-prod-secret  # PROD DB creds
+                - secretRef:
+                    name: aws-backup-secret     # shared AWS creds
diff --git a/db/k8s/migrations/stripe-to-invoice-dev-migrate.yaml b/db/k8s/migrations/stripe-to-invoice-dev-migrate.yaml
new file mode 100644
index 0000000..d18c7ac
--- /dev/null
+++ b/db/k8s/migrations/stripe-to-invoice-dev-migrate.yaml
@@ -0,0 +1,23 @@
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: atlas-migrate-dev
+spec:
+  template:
+    spec:
+      restartPolicy: Never
+      containers:
+        - name: atlas
+          image: arigaio/atlas:latest
+          command: ["/atlas"]
+          args: ["migrate", "apply", "--env", "stripe_invoice_dev"]
+          envFrom:
+            - secretRef:
+                name: postgres-secret
+
+
+
+
+# You can run this:
+# kubectl apply -f k8s/migrations/atlas-job.yaml
+# Or later from CI.
\ No newline at end of file
diff --git a/db/k8s/migrations/atlas-job.yaml b/db/k8s/migrations/stripe-to-invoice-prod-migrate.yaml
similarity index 77%
rename from db/k8s/migrations/atlas-job.yaml
rename to db/k8s/migrations/stripe-to-invoice-prod-migrate.yaml
index 247e09c..ab2b1c0 100644
--- a/db/k8s/migrations/atlas-job.yaml
+++ b/db/k8s/migrations/stripe-to-invoice-prod-migrate.yaml
@@ -1,7 +1,7 @@
 apiVersion: batch/v1
 kind: Job
 metadata:
-  name: atlas-migrate
+  name: atlas-migrate-dev
 spec:
   template:
     spec:
@@ -9,12 +9,14 @@ spec:
       containers:
         - name: atlas
           image: arigaio/atlas:latest
-          command: ["atlas", "migrate", "apply", "--env", "stripe_invoice"]
+          command: ["migrate", "apply", "--env", "stripe_invoice_prod"]
           envFrom:
             - secretRef:
                 name: postgres-secret
 
 
+
+
 # You can run this:
 # kubectl apply -f k8s/migrations/atlas-job.yaml
 # Or later from CI.
\ No newline at end of file
diff --git a/db/k8s/postgres/deployment.yaml b/db/k8s/postgres/postgres-dev-stripe-to-invoice.yaml
similarity index 89%
rename from db/k8s/postgres/deployment.yaml
rename to db/k8s/postgres/postgres-dev-stripe-to-invoice.yaml
index b17f542..7aff6a5 100644
--- a/db/k8s/postgres/deployment.yaml
+++ b/db/k8s/postgres/postgres-dev-stripe-to-invoice.yaml
@@ -84,7 +84,7 @@ spec:
 apiVersion: v1
 kind: Service
 metadata:
-  name: postgres
+  name: postgres-dev
   namespace: default
 spec:
   type: ClusterIP
@@ -93,3 +93,15 @@ spec:
   ports:
     - port: 5432
       targetPort: 5432
+
+---
+apiVersion: v1
+kind: Secret
+metadata:
+  name: postgres-secret
+  namespace: default
+type: Opaque
+stringData:
+  POSTGRES_USER: stripe_invoice
+  POSTGRES_PASSWORD: averysecretpasswordPersonAppleWinter938
+  POSTGRES_DB: stripe_invoice
\ No newline at end of file
diff --git a/db/k8s/postgres/postgres-prod-stripe-to-invoice.yaml b/db/k8s/postgres/postgres-prod-stripe-to-invoice.yaml
new file mode 100644
index 0000000..4bb53f1
--- /dev/null
+++ b/db/k8s/postgres/postgres-prod-stripe-to-invoice.yaml
@@ -0,0 +1,111 @@
+# --------------------------------------------------
+# PersistentVolume (local disk on mist) — PROD
+# --------------------------------------------------
+apiVersion: v1
+kind: PersistentVolume
+metadata:
+  name: postgres-prod-pv
+spec:
+  capacity:
+    storage: 20Gi
+  accessModes:
+    - ReadWriteOnce
+  persistentVolumeReclaimPolicy: Retain
+  storageClassName: local-storage
+  hostPath:
+    path: /home/kimjunte/k8s_storage/postgres/stripe_invoice_prod
+
+---
+# --------------------------------------------------
+# PersistentVolumeClaim — PROD
+# --------------------------------------------------
+apiVersion: v1
+kind: PersistentVolumeClaim
+metadata:
+  name: postgres-prod-pvc
+  namespace: default
+spec:
+  accessModes:
+    - ReadWriteOnce
+  resources:
+    requests:
+      storage: 20Gi
+  storageClassName: local-storage
+
+---
+# --------------------------------------------------
+# PostgreSQL Secret — PROD
+# (DO NOT COMMIT real values)
+# --------------------------------------------------
+apiVersion: v1
+kind: Secret
+metadata:
+  name: postgres-prod-secret
+  namespace: default
+type: Opaque
+stringData:
+  POSTGRES_USER: stripe_invoice_prod
+  POSTGRES_PASSWORD: productionPassword1142M@ke!tH@rd2Br3akWith$ymb0ls
+  POSTGRES_DB: stripe_invoice_prod
+
+---
+# --------------------------------------------------
+# PostgreSQL Deployment — PROD
+# --------------------------------------------------
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: postgres-prod
+  namespace: default
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: postgres-prod
+  template:
+    metadata:
+      labels:
+        app: postgres-prod
+    spec:
+      containers:
+        - name: postgres
+          image: postgres:16
+          ports:
+            - containerPort: 5432
+          envFrom:
+            - secretRef:
+                name: postgres-prod-secret
+          volumeMounts:
+            - name: postgres-data
+              mountPath: /var/lib/postgresql/data
+          readinessProbe:
+            tcpSocket:
+              port: 5432
+            initialDelaySeconds: 10
+            periodSeconds: 5
+          livenessProbe:
+            tcpSocket:
+              port: 5432
+            initialDelaySeconds: 30
+            periodSeconds: 10
+      volumes:
+        - name: postgres-data
+          persistentVolumeClaim:
+            claimName: postgres-prod-pvc
+
+---
+# --------------------------------------------------
+# PostgreSQL Service (cluster-internal only) — PROD
+# --------------------------------------------------
+apiVersion: v1
+kind: Service
+metadata:
+  name: postgres-prod
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: postgres-prod
+  ports:
+    - port: 5432
+      targetPort: 5432
diff --git a/db/k8s/secrets/postgres-secret-dev.yaml b/db/k8s/secrets/postgres-secret-dev.yaml
new file mode 100644
index 0000000..5702d0c
--- /dev/null
+++ b/db/k8s/secrets/postgres-secret-dev.yaml
@@ -0,0 +1,12 @@
+# This might be needed for runner permisison.
+# Unsure at the momnet
+apiVersion: v1
+kind: Secret
+metadata:
+  name: postgres-secret
+  namespace: arc-systems
+type: Opaque
+stringData:
+  POSTGRES_USER: postgres
+  POSTGRES_PASSWORD: averysecretpasswordPersonAppleWinter938
+  POSTGRES_DB: stripe_invoice
diff --git a/db/k8s/secrets/postgres-secret.yaml b/db/k8s/secrets/postgres-secret.yaml
deleted file mode 100644
index bea1127..0000000
--- a/db/k8s/secrets/postgres-secret.yaml
+++ /dev/null
@@ -1,21 +0,0 @@
-apiVersion: v1
-kind: Secret
-metadata:
-  name: postgres-secret
-  namespace: arc-systems
-type: Opaque
-stringData:
-  POSTGRES_USER: postgres
-  POSTGRES_PASSWORD: averysecretpasswordPersonAppleWinter938
-  POSTGRES_DB: stripe_invoice
----
-apiVersion: v1
-kind: Secret
-metadata:
-  name: postgres-secret
-  namespace: arc-systems
-type: Opaque
-stringData:
-  POSTGRES_USER: postgres
-  POSTGRES_PASSWORD: averysecretpasswordPersonAppleWinter938
-  POSTGRES_DB: stripe_invoice
diff --git a/db/scripts/backup.sh b/db/scripts/backup.sh
deleted file mode 100644
index e69de29..0000000
diff --git a/db/scripts/migrate.sh b/db/scripts/migrate.sh
deleted file mode 100644
index e69de29..0000000
diff --git a/juntekim_frontend/app/Learning/Todo.md b/juntekim_frontend/app/Learning/Todo.md
index 4af9c26..2ba8347 100644
--- a/juntekim_frontend/app/Learning/Todo.md
+++ b/juntekim_frontend/app/Learning/Todo.md
@@ -1,4 +1,3 @@
-- Engineering management for the rest of us
 - Next.js Pages Router Tutorial — <https://nextjs.org/learn/pages-router>
 - Next.js Dashboard App Tutorial — <https://nextjs.org/learn/dashboard-app>
 - MDN: Using Promises — <https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Using_promises>
@@ -17,8 +16,22 @@
 - RealPython: Async IO — <https://realpython.com/async-io-python/>
 - AWS Documentation — <https://docs.aws.amazon.com/>
 - SVG Animations (Book) — <https://www.amazon.com/SVG-Animations-Implementations-Responsive-Animation/dp/1491939702>
-- Antifrafile
-- Re read pragmatic automator
+- Look up TrueNas to help with my storage problems
+    - https://www.truenas.com/docs/
+    - Video editing over network?
+    - DB with k8s back up?
+    - plex in the future?
+- Antifragile
+- Re read pragmatic programmer
 - unix and linux system adminstration handbook
 - pandas text book i bought
 - Home assistant docs on dashboard etc
+- Engineering management for the rest of us
+
+If I am stuck:
+    - Go for shower/coldplunge/run/walk
+    - talk out loud to someone
+    - have i asked chat gpt
+    - have i asked google
+    - have i read a book on it
+    - can I make touch points any smaller and notice the wins in the struggle?
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