diff --git a/docs/deployment/docker.md b/docs/deployment/docker.md
index 0f36095c..16b60dc7 100644
--- a/docs/deployment/docker.md
+++ b/docs/deployment/docker.md
@@ -94,11 +94,10 @@ services:
   celery:
     build: .
     restart: always
-    command: celery -A app.celery worker --loglevel=info --concurrency=4
+    command: celery -A app.core.celery_config worker --loglevel=info -Q default,long_running,scheduled
     environment:
       DATABASE_URL: postgresql://orion_user:${DB_PASSWORD}@db:5432/orion_db
       REDIS_URL: redis://redis:6379/0
-      CELERY_BROKER_URL: redis://redis:6379/1
     env_file:
       - .env
     depends_on:
@@ -109,7 +108,7 @@ services:
     deploy:
       resources:
         limits:
-          memory: 512M
+          memory: 768M
 
   celery-beat:
     build: .
@@ -148,7 +147,7 @@ services:
   redis:
     image: redis:7-alpine
     restart: always
-    command: redis-server --appendonly yes --maxmemory 256mb --maxmemory-policy allkeys-lru
+    command: redis-server --maxmemory 100mb --maxmemory-policy allkeys-lru
     volumes:
       - redis_data:/data
     healthcheck:
diff --git a/docs/deployment/hetzner-server-setup.md b/docs/deployment/hetzner-server-setup.md
index 12a2edea..c980639d 100644
--- a/docs/deployment/hetzner-server-setup.md
+++ b/docs/deployment/hetzner-server-setup.md
@@ -161,7 +161,7 @@ Complete step-by-step guide for deploying Orion on a Hetzner Cloud VPS.
 !!! success "Progress — 2026-02-17"
     **Launch readiness — fully deployed and verified (44/44 checks pass):**
 
-    - **Memory limits** on all 6 app containers (db: 512m, redis: 128m, api: 512m, celery-worker: 512m, celery-beat: 256m, flower: 256m) — beat/flower bumped from 128m after OOM kills
+    - **Memory limits** on all 6 app containers (db: 256m, redis: 128m, api: 512m, celery-worker: 768m, celery-beat: 128m, flower: 192m) — rebalanced after celery-worker OOM kills (concurrency reduced from 4 to 2)
     - **Flower port** restricted to localhost only (`127.0.0.1:5555:5555`) — access via Caddy reverse proxy
     - **Flower password** changed from default
     - **Infrastructure health checks** — `/health/ready` now checks PostgreSQL (`SELECT 1`) and Redis (`ping`) with individual check details and latency
diff --git a/docs/deployment/infrastructure.md b/docs/deployment/infrastructure.md
index 2c8cd0f3..a04ace7b 100644
--- a/docs/deployment/infrastructure.md
+++ b/docs/deployment/infrastructure.md
@@ -409,7 +409,7 @@ services:
   celery:
     build: .
     restart: always
-    command: celery -A app.celery worker --loglevel=info --concurrency=4
+    command: celery -A app.core.celery_config worker --loglevel=info --concurrency=2
     environment:
       DATABASE_URL: postgresql://orion_user:${DB_PASSWORD}@db:5432/orion_db
       REDIS_URL: redis://redis:6379/0
@@ -676,7 +676,7 @@ find $BACKUP_DIR -name "*.sql.gz" -mtime +7 -delete
 **Configuration (`redis.conf`):**
 
 ```ini
-maxmemory 256mb
+maxmemory 100mb
 maxmemory-policy allkeys-lru
 appendonly yes
 appendfsync everysec
diff --git a/docs/deployment/production.md b/docs/deployment/production.md
index 1ae0d09f..d13bf53b 100644
--- a/docs/deployment/production.md
+++ b/docs/deployment/production.md
@@ -98,7 +98,7 @@ Group=orion
 WorkingDirectory=/home/orion/app
 Environment="PATH=/home/orion/app/.venv/bin"
 EnvironmentFile=/home/orion/app/.env
-ExecStart=/home/orion/app/.venv/bin/celery -A app.core.celery_config worker --loglevel=info -Q default,long_running,scheduled --concurrency=4
+ExecStart=/home/orion/app/.venv/bin/celery -A app.core.celery_config worker --loglevel=info -Q default,long_running,scheduled --concurrency=2
 Restart=always
 RestartSec=3
 StandardOutput=journal
diff --git a/docs/deployment/scaling-guide.md b/docs/deployment/scaling-guide.md
index 43e2fd2c..66271634 100644
--- a/docs/deployment/scaling-guide.md
+++ b/docs/deployment/scaling-guide.md
@@ -18,21 +18,22 @@ Practical playbook for scaling Orion from a single CAX11 server to a multi-serve
 
 | Container | Limit | Purpose |
 |-----------|-------|---------|
-| db | 512 MB | PostgreSQL 15 |
-| redis | 128 MB | Task broker + cache |
+| db | 256 MB | PostgreSQL 15 |
+| redis | 128 MB | Task broker (maxmemory 100mb, allkeys-lru) |
 | api | 512 MB | FastAPI (Uvicorn) |
-| celery-worker | 512 MB | Background tasks |
-| celery-beat | 256 MB | Task scheduler |
-| flower | 256 MB | Celery monitoring |
-| **App subtotal** | **2,176 MB** | |
+| celery-worker | 768 MB | Background tasks (concurrency=2) |
+| celery-beat | 128 MB | Task scheduler |
+| flower | 192 MB | Celery monitoring |
+| **App subtotal** | **1,984 MB** | |
 | prometheus | 256 MB | Metrics (15-day retention) |
 | grafana | 192 MB | Dashboards |
 | node-exporter | 64 MB | Host metrics |
 | cadvisor | 128 MB | Container metrics |
+| redis-exporter | 32 MB | Redis metrics |
 | alertmanager | 32 MB | Alert routing |
-| **Monitoring subtotal** | **672 MB** | |
-| **Total containers** | **2,848 MB** | |
-| OS + Caddy + Gitea + CI | ~1,150 MB | Remaining headroom |
+| **Monitoring subtotal** | **704 MB** | |
+| **Total containers** | **2,688 MB** | |
+| OS + Caddy + Gitea + CI | ~1,300 MB | Remaining headroom |
 
 ---
 
@@ -164,14 +165,15 @@ Update `DATABASE_URL` in API and Celery to point to PgBouncer instead of `db` di
 
 ### 3. Redis Hardening
 
-Set a `maxmemory` policy to prevent OOM:
+Redis `maxmemory` is already configured in `docker-compose.yml`:
 
 ```yaml
-# In docker-compose.yml, add command to redis service
 redis:
   command: redis-server --maxmemory 100mb --maxmemory-policy allkeys-lru
 ```
 
+If Redis usage grows beyond 80%, the `RedisHighMemoryUsage` alert fires. Increase `maxmemory` and `mem_limit` together.
+
 ### 4. Separate Database Server
 
 When the database needs its own resources (typically >50 stores):