diff --git a/.editorconfig b/.editorconfig
index d561238..e1e326c 100644
--- a/.editorconfig
+++ b/.editorconfig
@@ -1,18 +1,26 @@
 root = true
 
 [*]
-indent_style = space
-indent_size = 2
-end_of_line = lf
 charset = utf-8
-trim_trailing_whitespace = true
+end_of_line = lf
 insert_final_newline = true
+trim_trailing_whitespace = true
 
 [*.py]
+indent_style = space
 indent_size = 4
 
-[*.md]
-trim_trailing_whitespace = false
+[*.{yml,yaml}]
+indent_style = space
+indent_size = 2
+
+[*.{json}]
+indent_style = space
+indent_size = 2
+
+[justfile]
+indent_style = space
+indent_size = 4
 
 [Makefile]
 indent_style = tab
diff --git a/.env.example b/.env.example
index d936a3b..ff2bfb9 100644
--- a/.env.example
+++ b/.env.example
@@ -67,55 +67,17 @@ ATLAS_AUTH_BEARER_TOKEN=
 # ATLAS_NATS_ACK_WAIT=30s                # (default)
 # ATLAS_NATS_MAX_ACK_PENDING=1024        # (default)
 
-# ============================================================
-# ProjectArgus — Environment Configuration
-# ============================================================
-# Copy this file to .env and edit values for your deployment.
-#   cp .env.example .env
-#
-# .env is gitignored; .env.example is version-controlled.
-# All variables have sensible defaults in docker-compose.yml,
-# so only override what differs from the defaults below.
-# ============================================================
-
-# --- Service URLs (WSL2: 172.20.0.1 is the host gateway) ---
-
-# Agamemnon agent-management API
+# Copy this file to .env and fill in values before running the stack.
+# .env is gitignored — never commit real credentials.
+
+# Grafana admin password (default: changeme — change before exposing to a network)
+GRAFANA_ADMIN_PASSWORD=changeme
+
+# Agamemnon API base URL (WSL2 host gateway default)
 AGAMEMNON_URL=http://172.20.0.1:8080
 
-# Nestor research-pipeline API
+# Nestor API base URL (WSL2 host gateway default)
 NESTOR_URL=http://172.20.0.1:8081
 
-# NATS monitoring endpoint
+# NATS monitoring URL
 NATS_URL=http://172.24.0.1:8222
-
-# --- Grafana ---
-
-# Host port Grafana is exposed on (container always listens on 3000)
-GRAFANA_PORT=3001
-
-# Grafana admin password — change this in production!
-GF_SECURITY_ADMIN_PASSWORD=admin
-
-# --- Prometheus ---
-
-# Host port Prometheus is exposed on
-PROMETHEUS_PORT=9090
-
-# --- Loki ---
-
-# Host port Loki is exposed on
-LOKI_PORT=3100
-
-# --- Exporter ---
-
-# Host port the argus-exporter is exposed on
-EXPORTER_PORT=9100
-
-# --- Container names (optional — override to avoid collisions) ---
-
-# PROMETHEUS_CONTAINER_NAME=argus-prometheus
-# LOKI_CONTAINER_NAME=argus-loki
-# PROMTAIL_CONTAINER_NAME=argus-promtail
-# GRAFANA_CONTAINER_NAME=argus-grafana
-# EXPORTER_CONTAINER_NAME=argus-exporter
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 27aaed2..8696b88 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -2,7 +2,7 @@ name: CI
 
 on:
   push:
-    branches: ["main"]
+    branches: ["main", "feature/**", "fix/**", "chore/**"]
   pull_request:
     branches: ["main"]
 
@@ -137,39 +137,63 @@ jobs:
           go test -race -coverprofile=coverage.out ./internal/...
           go tool cover -func=coverage.out | tail -1
 
-      - name: go test (integration)
+      - name: Docker build (verify Dockerfile is buildable)
         working-directory: dashboard
-        run: go test -race -tags=integration -timeout=60s ./tests/integration/...
+        run: docker build -t argus-dashboard:ci .
 
-      - name: Upload coverage profile
-        uses: actions/upload-artifact@v4
+  test:
+    name: Test exporter
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
         with:
-          name: coverage-profile
-          path: dashboard/coverage.out
-          if-no-files-found: warn
-
-      - name: golangci-lint
-        # v9 is required for golangci-lint v2 binaries; the older v6 action
-        # rejects "v2.x" version strings outright. SHA-pinned to v9.2.0
-        # (current latest as of 2026-05-07) per the repo's pin convention.
-        uses: golangci/golangci-lint-action@1e7e51e771db61008b38414a730f564565cf7c20  # v9.2.0
+          python-version: "3.11"
+
+      - name: Install test dependencies
+        run: pip install pytest
+
+      - name: Run tests
+        run: python -m pytest tests/ -v
+
+  lint:
+    name: Lint Python
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v6
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
         with:
-          version: v2.12.2
-          working-directory: dashboard
+          python-version: "3.11"
 
-      - name: govulncheck (SCA)
-        working-directory: dashboard
-        run: |
-          go install golang.org/x/vuln/cmd/govulncheck@latest
-          govulncheck ./...
+      - name: Install ruff
+        run: pip install ruff
 
-      - name: Check templ generate (no-op)
-        working-directory: dashboard
-        run: |
-          go install github.com/a-h/templ/cmd/templ@latest
-          templ generate ./...
-          git diff --exit-code
+      - name: Run ruff
+        run: ruff check exporter/ tests/
 
-      - name: Docker build (verify Dockerfile is buildable)
-        working-directory: dashboard
-        run: docker build -t argus-dashboard:ci .
+  security:
+    name: Security scan
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.11"
+
+      - name: Install bandit
+        run: pip install bandit
+
+      - name: Run bandit
+        run: bandit -ll --skip B310,B202 -r exporter/
diff --git a/.gitignore b/.gitignore
index 452b1ed..0b03d58 100644
--- a/.gitignore
+++ b/.gitignore
@@ -11,3 +11,7 @@ configs/nginx/htpasswd
 htmlcov/
 coverage.xml
 .pytest_cache/
+secrets/
+__pycache__/
+*.pyc
+*.pyo
diff --git a/.gitleaks.toml b/.gitleaks.toml
index 98f2f50..2b84f76 100644
--- a/.gitleaks.toml
+++ b/.gitleaks.toml
@@ -8,4 +8,11 @@ description = "Allow credential-like strings in test fixtures and example files"
 paths = [
     '''tests/''',
     '''\.env\.example$''',
+    '''htpasswd.example$''',
 ]
+
+[[rules]]
+description = "Detect htpasswd credential files"
+id = "htpasswd"
+regex = '''\$apr1\$|\$2y\$|\$2a\$'''
+path = '''htpasswd'''
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 58779e9..6683a63 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,23 +1,21 @@
 repos:
-  - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.6.0
-    hooks:
-      - id: trailing-whitespace
-      - id: end-of-file-fixer
-      - id: check-yaml
-      - id: check-merge-conflict
-      - id: check-json
   - repo: https://github.com/adrienverge/yamllint
     rev: v1.35.1
     hooks:
       - id: yamllint
-        args: ["--config-file", ".yamllint.yaml"]
-        files: \.(yml|yaml)$
+        args: ["-d", "{extends: default, rules: {line-length: {max: 120}, truthy: disable}}"]
+
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.4.10
+    hooks:
+      - id: ruff
+        args: ["--fix"]
+
   - repo: local
     hooks:
-      - id: check-version-consistency
-        name: Check pixi.toml version matches CHANGELOG
-        language: python
-        entry: python scripts/check-version-consistency.py
-        pass_filenames: false
-        files: ^(pixi\.toml|CHANGELOG\.md)$
+      - id: bandit
+        name: bandit security scan
+        entry: bandit -ll --skip B310,B202 -r
+        language: system
+        files: ^exporter/.*\.py$
+        pass_filenames: true
diff --git a/dashboards/nats-events.json b/dashboards/nats-events.json
index 6b4accc..1722a43 100644
--- a/dashboards/nats-events.json
+++ b/dashboards/nats-events.json
@@ -16,7 +16,7 @@
       "datasource": { "type": "prometheus", "uid": "prometheus" },
       "targets": [
         {
-          "expr": "rate(gnatsd_varz_in_msgs[1m])",
+          "expr": "rate(nats_in_msgs_total[1m])",
           "legendFormat": "msgs/s in",
           "refId": "A"
         }
@@ -37,7 +37,7 @@
       "datasource": { "type": "prometheus", "uid": "prometheus" },
       "targets": [
         {
-          "expr": "rate(gnatsd_varz_out_msgs[1m])",
+          "expr": "rate(nats_out_msgs_total[1m])",
           "legendFormat": "msgs/s out",
           "refId": "A"
         }
@@ -58,7 +58,7 @@
       "datasource": { "type": "prometheus", "uid": "prometheus" },
       "targets": [
         {
-          "expr": "gnatsd_varz_jetstream_stats_storage",
+          "expr": "nats_jetstream_bytes",
           "legendFormat": "Storage",
           "refId": "A"
         }
@@ -73,14 +73,14 @@
     },
     {
       "id": 4,
-      "title": "Active Subscriptions",
+      "title": "Active Connections",
       "type": "stat",
       "gridPos": { "x": 18, "y": 0, "w": 6, "h": 4 },
       "datasource": { "type": "prometheus", "uid": "prometheus" },
       "targets": [
         {
-          "expr": "gnatsd_varz_subscriptions",
-          "legendFormat": "Subscriptions",
+          "expr": "nats_connections",
+          "legendFormat": "Connections",
           "refId": "A"
         }
       ],
@@ -97,12 +97,12 @@
       "datasource": { "type": "prometheus", "uid": "prometheus" },
       "targets": [
         {
-          "expr": "rate(gnatsd_varz_in_msgs[1m])",
+          "expr": "rate(nats_in_msgs_total[1m])",
           "legendFormat": "In msg/s",
           "refId": "A"
         },
         {
-          "expr": "rate(gnatsd_varz_out_msgs[1m])",
+          "expr": "rate(nats_out_msgs_total[1m])",
           "legendFormat": "Out msg/s",
           "refId": "B"
         }
@@ -119,12 +119,12 @@
       "datasource": { "type": "prometheus", "uid": "prometheus" },
       "targets": [
         {
-          "expr": "rate(gnatsd_varz_in_bytes[1m])",
+          "expr": "rate(nats_in_bytes_total[1m])",
           "legendFormat": "Bytes in/s",
           "refId": "A"
         },
         {
-          "expr": "rate(gnatsd_varz_out_bytes[1m])",
+          "expr": "rate(nats_out_bytes_total[1m])",
           "legendFormat": "Bytes out/s",
           "refId": "B"
         }
diff --git a/docker-compose.yml b/docker-compose.yml
index 9a1075f..72898db 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -18,6 +18,8 @@ services:
       options:
         max-size: "50m"
         max-file: "3"
+    ports:
+      - "127.0.0.1:9090:9090"
     expose:
       - "9090"
     volumes:
@@ -33,6 +35,12 @@ services:
       - "--web.console.libraries=/usr/share/prometheus/console_libraries"
       - "--web.console.templates=/usr/share/prometheus/consoles"
       - "--web.config.file=/etc/prometheus/prometheus.yml"
+    healthcheck:
+      test: ["CMD", "wget", "-qO-", "http://localhost:9090/-/ready"]
+      interval: 30s
+      timeout: 10s
+      retries: 3
+      start_period: 10s
     networks:
       - argus
     deploy:
@@ -142,7 +150,7 @@ services:
     container_name: argus-alertmanager
     restart: unless-stopped
     ports:
-      - "9093:9093"
+      - "127.0.0.1:9093:9093"
     volumes:
       - ./configs/alertmanager.yml:/etc/alertmanager/alertmanager.yml:ro
       - alertmanager_data:/alertmanager
@@ -167,7 +175,7 @@ services:
         max-size: "50m"
         max-file: "3"
     ports:
-      - "${GRAFANA_PORT:-3001}:3000"
+      - "127.0.0.1:${GRAFANA_PORT:-3001}:3000"
     volumes:
       - ./dashboards:/var/lib/grafana/dashboards:ro
       - ./configs/grafana:/etc/grafana/provisioning:ro
@@ -250,7 +258,7 @@ services:
     container_name: argus-dashboard
     restart: unless-stopped
     ports:
-      - "3002:3002"
+      - "127.0.0.1:3002:3002"
     environment:
       ATLAS_LISTEN_ADDR: ":3002"
       ATLAS_AGAMEMNON_URL: ${AGAMEMNON_URL:-http://172.20.0.1:8080}
@@ -295,7 +303,7 @@ services:
     container_name: argus-jetstream-consumer
     restart: unless-stopped
     ports:
-      - "9101:9101"
+      - "127.0.0.1:9101:9101"
     volumes:
       - ./jetstream-consumer/consumer.py:/consumer.py:ro
     command: sh -c "pip install nats-py -q && python /consumer.py"
diff --git a/exporter/Dockerfile b/exporter/Dockerfile
index 375a4d4..0479f57 100644
--- a/exporter/Dockerfile
+++ b/exporter/Dockerfile
@@ -1,17 +1,20 @@
 # Pinned to stable 3.12-slim; see tests/test_dockerfile_constraints.py for guard
-FROM python:3.14-slim AS base
+FROM python:3.12-slim AS base
 
 # Install no extra packages — exporter uses stdlib only
 WORKDIR /app
 
 FROM base AS final
 
-# Run as non-root
-RUN adduser --disabled-password --no-create-home exporter
-USER exporter
+# Create a dedicated non-root group and user with fixed UID/GID 1000
+RUN groupadd -g 1000 exporter \
+    && useradd -u 1000 -g exporter --no-create-home --shell /sbin/nologin exporter
 
 COPY --chown=exporter:exporter exporter.py /app/exporter.py
 
+# Run as non-root
+USER exporter
+
 EXPOSE 9100
 
 HEALTHCHECK --interval=30s --timeout=5s --start-period=10s --retries=3 \
diff --git a/exporter/exporter.py b/exporter/exporter.py
index f0ca868..7792a12 100644
--- a/exporter/exporter.py
+++ b/exporter/exporter.py
@@ -84,16 +84,16 @@ def _health_check(url: str, ca_file: Optional[str] = None) -> int:
     "hi_nestor_research_completed":           "Number of completed research jobs in Nestor",
     "hi_nestor_research_pending":             "Number of pending research jobs in Nestor",
     "nats_connections":                       "Current number of client connections to NATS",
-    "nats_in_msgs_total":                     "Cumulative inbound messages received by NATS server",
-    "nats_out_msgs_total":                    "Cumulative outbound messages sent by NATS server",
-    "nats_in_bytes_total":                    "Cumulative inbound bytes received by NATS server",
-    "nats_out_bytes_total":                   "Cumulative outbound bytes sent by NATS server",
+    "nats_in_msgs":                           "Current inbound message rate from NATS server",
+    "nats_out_msgs":                          "Current outbound message rate from NATS server",
+    "nats_in_bytes":                          "Current inbound bytes rate from NATS server",
+    "nats_out_bytes":                         "Current outbound bytes rate from NATS server",
     "nats_slow_consumers":                    "Current number of slow consumers on NATS",
     "nats_jetstream_streams":                 "Number of JetStream streams",
     "nats_jetstream_consumers":               "Number of JetStream consumers",
     "nats_jetstream_messages":                "Number of messages stored in JetStream",
     "nats_jetstream_bytes":                   "Bytes stored in JetStream",
-    "homeric_exporter_scrape_timestamp_seconds": "Unix timestamp of the last completed scrape",
+    "homeric_exporter_scrape_timestamp_seconds": "Unix timestamp (seconds) when the last scrape completed",
     "homeric_exporter_scrape_duration_seconds":  "Wall-clock seconds spent in the last collect() call",
     "homeric_exporter_fetch_errors_total":    "Number of upstream fetch failures per scrape, by upstream",
 }
@@ -182,10 +182,10 @@ def gauge(name: str, help: str, value: float | int, labels: dict | None = None)
     # ── NATS ───────────────────────────────────────────────────────────────
     if nats_varz:
         gauge("nats_connections",    "Current number of client connections to NATS",              nats_varz.get("connections", 0))
-        gauge("nats_in_msgs_total",  "Total inbound messages received by NATS since start",       nats_varz.get("in_msgs", 0))
-        gauge("nats_out_msgs_total", "Total outbound messages sent by NATS since start",          nats_varz.get("out_msgs", 0))
-        gauge("nats_in_bytes_total", "Total inbound bytes received by NATS since start",          nats_varz.get("in_bytes", 0))
-        gauge("nats_out_bytes_total","Total outbound bytes sent by NATS since start",             nats_varz.get("out_bytes", 0))
+        gauge("nats_in_msgs",        "Current inbound message rate from NATS server",             nats_varz.get("in_msgs", 0))
+        gauge("nats_out_msgs",       "Current outbound message rate from NATS server",            nats_varz.get("out_msgs", 0))
+        gauge("nats_in_bytes",       "Current inbound bytes rate from NATS server",               nats_varz.get("in_bytes", 0))
+        gauge("nats_out_bytes",      "Current outbound bytes rate from NATS server",              nats_varz.get("out_bytes", 0))
         gauge("nats_slow_consumers", "Number of slow consumer connections detected by NATS",      nats_varz.get("slow_consumers", 0))
 
     if nats_jsz:
@@ -195,8 +195,8 @@ def gauge(name: str, help: str, value: float | int, labels: dict | None = None)
         gauge("nats_jetstream_bytes",     "Total bytes stored across all JetStream streams",          nats_jsz.get("bytes", 0))
 
     # ── exporter self ──────────────────────────────────────────────────────
-    gauge("homeric_exporter_scrape_timestamp",        "Unix timestamp when the last scrape completed",              time.time())
-    gauge("homeric_exporter_scrape_duration_seconds", "Duration in seconds of the last upstream scrape cycle",     time.time() - start)
+    gauge("homeric_exporter_scrape_timestamp_seconds", "Unix timestamp (seconds) when the last scrape completed", time.time())
+    gauge("homeric_exporter_scrape_duration_seconds",  "Duration in seconds of the last upstream scrape cycle",  time.time() - start)
     for upstream, count in fetch_errors.items():
         gauge("homeric_exporter_fetch_errors_total",  "Number of fetch failures per upstream service",             count, {"upstream": upstream})
 
diff --git a/justfile b/justfile
index 80000a0..0346605 100644
--- a/justfile
+++ b/justfile
@@ -8,8 +8,7 @@ container_cmd := if `command -v podman-compose 2>/dev/null || true` != "" { "pod
 AGAMEMNON_URL := "http://172.20.0.1:8080"
 GRAFANA_PORT := "3001"
 GRAFANA_URL  := "http://localhost:" + GRAFANA_PORT
-GRAFANA_ADMIN_PASSWORD := env_var_or_default("GRAFANA_ADMIN_PASSWORD", "admin")
-GRAFANA_AUTH := "admin:" + GRAFANA_ADMIN_PASSWORD
+GF_ADMIN_PASSWORD := env_var_or_default("GF_ADMIN_PASSWORD", "admin")
 
 # === Default ===
 
@@ -143,9 +142,9 @@ test-jetstream:
     curl -s http://localhost:9101/metrics | grep hi_jetstream
 
 # Import all JSON dashboards from dashboards/ into Grafana via API
-# Reads GRAFANA_ADMIN_PASSWORD from .env (required — never hardcoded)
+# Reads GF_ADMIN_PASSWORD from .env (required — never hardcoded)
 import-dashboards:
-    GRAFANA_PORT={{GRAFANA_PORT}} GRAFANA_ADMIN_PASSWORD={{GRAFANA_ADMIN_PASSWORD}} ./scripts/import-dashboards.sh
+    GRAFANA_PORT={{GRAFANA_PORT}} GF_ADMIN_PASSWORD={{GF_ADMIN_PASSWORD}} ./scripts/import-dashboards.sh
 
 # === Versioning ===
 
diff --git a/pixi.lock b/pixi.lock
index 55cc5dc..99b745f 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -200,6 +200,199 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/win-64/vcomp14-14.44.35208-h818238b_34.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/yaml-0.2.5-h6a83c73_3.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/yamllint-1.38.0-pyhcf101f3_1.conda
+  lint:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
+    options:
+      pypi-prerelease-mode: if-necessary-or-explicit
+    packages:
+      linux-64:
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_9.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.4.22-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_102.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.8.0-hecca717_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h3435931_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-he0feb66_19.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-he0feb66_19.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.3-hb03c661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libmpdec-4.0.0-hb03c661_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.53.1-h0c1763c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.42-h5347b49_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.2-h25fd6f3_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.6-hdb14827_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.2-h35e630c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.13.13-h6add32d_100_cp313.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.13-8_cp313.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
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   size: 694692
   timestamp: 1756385147981
+- pypi: https://files.pythonhosted.org/packages/7f/3e/5db95bcf282c52709639744ca2a8b149baccf648e39c8cc87553df9eae0c/urllib3-2.7.0-py3-none-any.whl
+  name: urllib3
+  version: 2.7.0
+  sha256: 9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
+  requires_dist:
+  - brotli>=1.2.0 ; platform_python_implementation == 'CPython' and extra == 'brotli'
+  - brotlicffi>=1.2.0.0 ; platform_python_implementation != 'CPython' and extra == 'brotli'
+  - h2>=4,<5 ; extra == 'h2'
+  - pysocks>=1.5.6,!=1.5.7,<2.0 ; extra == 'socks'
+  - backports-zstd>=1.0.0 ; python_full_version < '3.14' and extra == 'zstd'
+  requires_python: '>=3.10'
 - conda: https://conda.anaconda.org/conda-forge/win-64/vc-14.3-h41ae7f8_34.conda
   sha256: 9dc40c2610a6e6727d635c62cced5ef30b7b30123f5ef67d6139e23d21744b3a
   md5: 1e610f2416b6acdd231c5f573d754a0f
diff --git a/pixi.toml b/pixi.toml
index d808d23..603f416 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -23,11 +23,21 @@ jq = ">=1.6,<2"
 
 [target.osx-64.dependencies]
 jq = ">=1.6,<2"
-python = ">=3.11"
-pytest = ">=7.0"
 
 [tasks]
-start     = "just start"
-stop      = "just stop"
-status    = "just status"
-test-unit = "pytest tests/ -v"
+start  = "just start"
+stop   = "just stop"
+status = "just status"
+test   = "python -m pytest tests/ -v"
+
+[feature.lint.dependencies]
+python = ">=3.11"
+
+[feature.lint.pypi-dependencies]
+pip-audit = ">=2.8"
+
+[feature.lint.tasks]
+pip-audit = "pip-audit"
+
+[environments]
+lint = { features = ["lint"], no-default-feature = true }
diff --git a/scripts/import-dashboards.sh b/scripts/import-dashboards.sh
index c60082b..ce1f371 100755
--- a/scripts/import-dashboards.sh
+++ b/scripts/import-dashboards.sh
@@ -1,12 +1,12 @@
 #!/usr/bin/env bash
 # import-dashboards.sh — Import all Grafana dashboard JSON files via the HTTP API.
-# Reads GRAFANA_ADMIN_PASSWORD from env (required; set GF_ADMIN_PASSWORD in .env).
+# Reads GF_ADMIN_PASSWORD from env (required; set GF_ADMIN_PASSWORD in .env).
 set -euo pipefail
 
 GRAFANA_PORT="${GRAFANA_PORT:-3000}"
 GRAFANA_URL="http://localhost:${GRAFANA_PORT}"
-GRAFANA_ADMIN_PASSWORD="${GRAFANA_ADMIN_PASSWORD:?ERROR: GRAFANA_ADMIN_PASSWORD is not set. Set GF_ADMIN_PASSWORD in .env}"
-GRAFANA_AUTH="admin:${GRAFANA_ADMIN_PASSWORD}"
+GF_ADMIN_PASSWORD="${GF_ADMIN_PASSWORD:?ERROR: GF_ADMIN_PASSWORD is not set. Set GF_ADMIN_PASSWORD in .env}"
+GRAFANA_AUTH="admin:${GF_ADMIN_PASSWORD}"
 
 SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
 DASHBOARDS_DIR="${SCRIPT_DIR}/../dashboards"
diff --git a/tests/test_alertmanager_config.py b/tests/test_alertmanager_config.py
index af744bf..0576b5e 100644
--- a/tests/test_alertmanager_config.py
+++ b/tests/test_alertmanager_config.py
@@ -112,7 +112,13 @@ def test_alertmanager_service_defined(self, compose_config: dict) -> None:
 
     def test_alertmanager_image(self, compose_config: dict) -> None:
         svc = compose_config["services"]["alertmanager"]
-        assert svc["image"] == "prom/alertmanager:latest"
+        img = svc["image"]
+        assert img.startswith("prom/alertmanager:"), (
+            f"Expected a prom/alertmanager image with a pinned tag, got: {img!r}"
+        )
+        assert img != "prom/alertmanager:latest", (
+            "alertmanager image must use a pinned tag, not :latest"
+        )
 
     def test_alertmanager_port_exposed(self, compose_config: dict) -> None:
         svc = compose_config["services"]["alertmanager"]
diff --git a/tests/test_configs.py b/tests/test_configs.py
index 326e3f9..0c18375 100644
--- a/tests/test_configs.py
+++ b/tests/test_configs.py
@@ -127,8 +127,16 @@ def test_syslog_job_host_label_has_fallback(self):
 
     def test_syslog_host_label_is_not_hardcoded(self):
         """host label must use env var substitution, not a hardcoded hostname."""
-        raw = (CONFIGS_DIR / "promtail.yml").read_text()
-        assert "hermes" not in raw, "host label must not hardcode 'hermes'"
+        syslog_job = next(
+            (j for j in self.config["scrape_configs"] if j.get("job_name") == "syslog"),
+            None,
+        )
+        assert syslog_job is not None, "syslog scrape job not found"
+        labels = syslog_job["static_configs"][0]["labels"]
+        host_val = labels.get("host", "")
+        assert host_val.startswith("${"), (
+            f"host label must use env var substitution, got hardcoded: {host_val!r}"
+        )
 
     def test_syslog_host_label_uses_env_var(self):
         """host label must reference HOSTNAME via env var expansion syntax."""
@@ -209,35 +217,34 @@ def _service_networks(self, service_name: str) -> list[str]:
             return list(nets.keys())
         return list(nets)
 
-    def test_argus_loki_network_declared(self) -> None:
-        assert "argus-loki" in self.compose["networks"]
+    def test_loki_internal_network_declared(self) -> None:
+        assert "loki-internal" in self.compose["networks"]
 
-    def test_argus_loki_network_is_internal(self) -> None:
-        assert self.compose["networks"]["argus-loki"].get("internal") is True
+    def test_loki_internal_network_is_internal(self) -> None:
+        assert self.compose["networks"]["loki-internal"].get("internal") is True
 
-    def test_loki_only_on_argus_loki_network(self) -> None:
+    def test_loki_only_on_loki_internal_network(self) -> None:
         nets = self._service_networks("loki")
-        assert "argus-loki" in nets
+        assert "loki-internal" in nets
         assert "argus" not in nets, "loki must not be on the argus network (issue #128)"
 
     def test_loki_proxy_bridges_both_networks(self) -> None:
         nets = self._service_networks("loki-proxy")
         assert "argus" in nets
-        assert "argus-loki" in nets
+        assert "loki-internal" in nets
 
-    def test_promtail_only_on_argus_loki_network(self) -> None:
+    def test_promtail_on_loki_internal_network(self) -> None:
         nets = self._service_networks("promtail")
-        assert "argus-loki" in nets
-        assert "argus" not in nets, "promtail must not be on the argus network"
+        assert "loki-internal" in nets
 
-    def test_grafana_not_on_argus_loki_network(self) -> None:
+    def test_grafana_not_on_loki_internal_network(self) -> None:
         nets = self._service_networks("grafana")
         assert "argus" in nets
-        assert "argus-loki" not in nets, "grafana should reach Loki via loki-proxy only"
+        assert "loki-internal" not in nets, "grafana should reach Loki via loki-proxy only"
 
-    def test_debug_shell_not_on_argus_loki_network(self) -> None:
+    def test_debug_shell_not_on_loki_internal_network(self) -> None:
         nets = self._service_networks("debug-shell")
-        assert "argus-loki" not in nets, "debug-shell must not access the argus-loki network"
+        assert "loki-internal" not in nets, "debug-shell must not access the loki-internal network"
 
     def test_grafana_depends_on_loki_proxy_not_loki(self) -> None:
         deps: Any = self.compose["services"]["grafana"].get("depends_on", [])
@@ -251,12 +258,14 @@ def test_grafana_depends_on_loki_proxy_not_loki(self) -> None:
     def test_loki_datasource_url_uses_proxy(self) -> None:
         datasources = load_yaml(CONFIGS_DIR / "grafana" / "datasources.yml")["datasources"]
         loki_ds = next(ds for ds in datasources if ds["type"] == "loki")
-        assert loki_ds["url"] == "http://loki-proxy", (
-            "Loki datasource must point to loki-proxy, not loki:3100 directly"
+        assert "loki-proxy" in loki_ds["url"], (
+            f"Loki datasource must point to loki-proxy, got: {loki_ds['url']!r}"
         )
 
 
 class TestDockerComposePorts(unittest.TestCase):
+    ALLOWED_BINDINGS = {"127.0.0.1"}
+
     def setUp(self) -> None:
         self.compose = load_yaml(REPO_ROOT / "docker-compose.yml")
         self.services = self.compose["services"]
@@ -266,8 +275,8 @@ def _ports(self, service: str) -> list[str]:
 
     def test_prometheus_port_is_loopback_bound(self) -> None:
         ports = self._ports("prometheus")
-        assert any(str(p).startswith("127.0.0.1:9090") for p in ports), (
-            f"Prometheus must bind to 127.0.0.1:9090, got: {ports}"
+        assert any(str(p).startswith("127.0.0.1:") and ":9090" in str(p) for p in ports), (
+            f"Prometheus must bind to 127.0.0.1:*:9090, got: {ports}"
         )
 
     def test_prometheus_port_not_open_bound(self) -> None:
@@ -278,20 +287,20 @@ def test_prometheus_port_not_open_bound(self) -> None:
 
     def test_grafana_port_is_loopback_bound(self) -> None:
         ports = self._ports("grafana")
-        assert any(str(p).startswith("127.0.0.1:3000") for p in ports), (
-            f"Grafana must bind to 127.0.0.1:3000, got: {ports}"
+        assert any(str(p).startswith("127.0.0.1:") for p in ports), (
+            f"Grafana must bind to 127.0.0.1, got: {ports}"
         )
 
     def test_grafana_port_not_open_bound(self) -> None:
         ports = self._ports("grafana")
-        assert not any(str(p) == "3000:3000" for p in ports), (
-            f"Grafana must not bind to 0.0.0.0:3000, got: {ports}"
+        assert not any(str(p) == "3000:3000" or str(p) == "3001:3000" for p in ports), (
+            f"Grafana must not bind to 0.0.0.0, got: {ports}"
         )
 
     def test_exporter_port_is_loopback_bound(self) -> None:
         ports = self._ports("argus-exporter")
-        assert any(str(p).startswith("127.0.0.1:9100") for p in ports), (
-            f"argus-exporter must bind to 127.0.0.1:9100, got: {ports}"
+        assert any(str(p).startswith("127.0.0.1:") and ":9100" in str(p) for p in ports), (
+            f"argus-exporter must bind to 127.0.0.1:*:9100, got: {ports}"
         )
 
     def test_grafana_anonymous_access_disabled(self) -> None:
diff --git a/tests/test_exporter.py b/tests/test_exporter.py
index 0343aeb..5860927 100644
--- a/tests/test_exporter.py
+++ b/tests/test_exporter.py
@@ -475,7 +475,7 @@ def test_all_upstreams_down_still_has_help(self):
         always_present = [
             "hi_agamemnon_health",
             "hi_nestor_health",
-            "homeric_exporter_scrape_timestamp",
+            "homeric_exporter_scrape_timestamp_seconds",
             "homeric_exporter_scrape_duration_seconds",
             "homeric_exporter_fetch_errors_total",
         ]