Replace hardcoded container names with dynamic lookup

Coolify regenerates the container suffix on every redeploy, making
hardcoded names stale. All three docs now use:
  TS_DB=$(docker ps --filter "name=timescale_db" --format "{{.Names}}" | head -1)

OPERATIONS_MANUAL.md: replaced bare connection string with full
  tsdb() shell function, one-liner pattern, and multi-container
  label-filter guidance.
tracksolid_DB_manual.md: updated header and connection example.
01_BusinessAnalytics.md: updated Step 5 migration commands.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

01_BusinessAnalytics.md

@@ -732,13 +732,16 @@ VALUES (
 ### Step 5 — Run Migrations and Deploy Updated Containers
 
 ```bash
+# Resolve container name dynamically (survives Coolify redeployments)
+TS_DB=$(docker ps --filter "name=timescale_db" --format "{{.Names}}" | head -1)
+
 # 1. Run distance correction migration (fixes historical data)
-docker exec timescale_db-bo3nov2ija7g8wn9b1g2paxs-210508774107 \
-  psql -U postgres -d tracksolid_db -f /migrations/04_bug_fix_migration.sql
+docker exec -i "$TS_DB" psql -U postgres -d tracksolid_db \
+  < /migrations/04_bug_fix_migration.sql
 
 # 2. Run schema enhancement migration (new tables + columns)
-docker exec timescale_db-bo3nov2ija7g8wn9b1g2paxs-210508774107 \
-  psql -U postgres -d tracksolid_db -f /migrations/05_enhancement_migration.sql
+docker exec -i "$TS_DB" psql -U postgres -d tracksolid_db \
+  < /migrations/05_enhancement_migration.sql
 
 # 3. Rebuild and restart ingestion containers with updated code
 docker compose up -d --build ingest_movement ingest_events webhook_receiver

OPERATIONS_MANUAL.md

@@ -1,8 +1,59 @@
 # Fireside Communications — Tracksolid Pro Telemetry Stack
 ## Operations Manual & Verification Guide
 
+---
 
-connection string  docker exec -it timescale_db-bo3nov2ija7g8wn9b1g2paxs-210508774107 psql -U postgres -d tracksolid_db
+## Database Access
+
+The TimescaleDB container name includes a Coolify-generated suffix that changes on every redeploy. Use the shell function below instead of hardcoding the container name.
+
+### Recommended: add to `~/.zshrc` on the server
+
+```bash
+# Auto-resolves current TimescaleDB container — survives Coolify redeployments
+tsdb() {
+  local container
+  container=$(docker ps --filter "name=timescale_db" --format "{{.Names}}" | head -1)
+  if [[ -z "$container" ]]; then
+    echo "ERROR: no running timescale_db container found" >&2
+    return 1
+  fi
+  docker exec -it "$container" psql -U postgres -d tracksolid_db "$@"
+}
+```
+
+After adding it: `source ~/.zshrc`
+
+**Usage:**
+
+```bash
+tsdb                                                  # open interactive psql prompt
+tsdb -c "\dt tracksolid.*"                            # list all tracksolid tables
+tsdb -c "SELECT COUNT(*) FROM tracksolid.trips;"      # run a single query
+tsdb -c "SELECT dwh_gold.refresh_daily_metrics(CURRENT_DATE - 1);"  # run nightly ETL
+```
+
+### One-liner (for scripts and migrations)
+
+```bash
+TS_DB=$(docker ps --filter "name=timescale_db" --format "{{.Names}}" | head -1)
+docker exec -i "$TS_DB" psql -U postgres -d tracksolid_db < migration.sql
+```
+
+> Use `-i` (not `-it`) when piping SQL files — the `-t` TTY flag conflicts with stdin redirection.
+
+### If multiple TimescaleDB containers are running
+
+Filter by Coolify label instead of name to target a specific instance:
+
+```bash
+# Inspect available labels first
+docker inspect $(docker ps --filter "name=timescale_db" --format "{{.Names}}" | head -1) \
+  --format '{{json .Config.Labels}}' | jq .
+
+# Then filter by a stable label, e.g.:
+TS_DB=$(docker ps --filter "label=coolify.name=timescale_db" --format "{{.Names}}" | head -1)
+```
 
 ---
 

tracksolid_DB_manual.md

@@ -2,13 +2,18 @@
 
 **Database:** `tracksolid_db`  
 **Host:** `kianiadee@stage.rahamafresh.com`  
-**Container:** `timescale_db-bo3nov2ija7g8wn9b1g2paxs-210508774107`  
+**Container:** `timescale_db-*` (Coolify-generated suffix — changes on redeploy, use dynamic lookup below)  
 **Engine:** TimescaleDB (PostgreSQL 16 + TimescaleDB 2.15)  
 **Timezone note:** All timestamps are stored in UTC. Always cast to `AT TIME ZONE 'Africa/Nairobi'` (EAT = UTC+3) when displaying to users or building reports.
 
 To connect from the host server:
 ```bash
-docker exec timescale_db-bo3nov2ija7g8wn9b1g2paxs-210508774107 psql -U postgres -d tracksolid_db
+# Dynamic — works after every Coolify redeploy
+tsdb                  # if ~/.zshrc function is installed (see OPERATIONS_MANUAL.md)
+
+# Or inline:
+TS_DB=$(docker ps --filter "name=timescale_db" --format "{{.Names}}" | head -1)
+docker exec -it "$TS_DB" psql -U postgres -d tracksolid_db
 ```
 
 ---