From d9cd2495a8348ebfa45fae32121a7b417fced939 Mon Sep 17 00:00:00 2001
From: LocalT0aster <90502400+LocalT0aster@users.noreply.github.com>
Date: Thu, 19 Mar 2026 23:57:30 +0300
Subject: [PATCH 1/5] fix: vagrant github-runner provisioning

---
 vagrant/README.md                             |  12 +-
 vagrant/Vagrantfile                           |   2 +
 vagrant/shared/github-runner.env.example      |  14 +-
 .../shared/provision-gh-runner-register.sh    | 126 +++++++++++++++++-
 vagrant/shared/provision-gh-runner.sh         |   2 +-
 5 files changed, 145 insertions(+), 11 deletions(-)

diff --git a/vagrant/README.md b/vagrant/README.md
index 24174798f9..1b44c25725 100644
--- a/vagrant/README.md
+++ b/vagrant/README.md
@@ -113,14 +113,16 @@ cp shared/github-runner.env.example shared/github-runner.env
 2. Edit `shared/github-runner.env` and fill in:
 
 - `GH_RUNNER_URL`
-- `GH_RUNNER_TOKEN`
+- `GH_RUNNER_API_TOKEN` or `GH_RUNNER_TOKEN`
 - optional runner name / labels / group / workdir
 
-If the runner VM is already running, sync the updated file into the guest:
+`GH_RUNNER_API_TOKEN` is the safer option because the provisioner will exchange it for a fresh one-hour runner registration token every time it runs. For a repository runner, GitHub's REST API requires a token that can create registration tokens for that repository. For a fine-grained PAT, that means repository `Administration: write`. A manually copied `GH_RUNNER_TOKEN` still works, but it expires after one hour and must be refreshed before provisioning.
 
-```bash
-vagrant rsync github-runner
-```
+> ❗ If the runner VM is already running, don't forget to sync the updated shared files into the guest:
+> 
+> ```bash
+> vagrant rsync github-runner
+> ```
 
 3. Run the registration provisioner:
 
diff --git a/vagrant/Vagrantfile b/vagrant/Vagrantfile
index f6bc680c11..80152c12e6 100644
--- a/vagrant/Vagrantfile
+++ b/vagrant/Vagrantfile
@@ -11,6 +11,8 @@ Vagrant.configure("2") do |config|
     "GH_RUNNER_VERSION" => ENV.fetch("GH_RUNNER_VERSION", ""),
     "GH_RUNNER_URL" => ENV.fetch("GH_RUNNER_URL", ""),
     "GH_RUNNER_TOKEN" => ENV.fetch("GH_RUNNER_TOKEN", ""),
+    "GH_RUNNER_API_TOKEN" => ENV.fetch("GH_RUNNER_API_TOKEN", ""),
+    "GH_RUNNER_API_URL" => ENV.fetch("GH_RUNNER_API_URL", ""),
     "GH_RUNNER_NAME" => ENV.fetch("GH_RUNNER_NAME", ""),
     "GH_RUNNER_LABELS" => ENV.fetch("GH_RUNNER_LABELS", ""),
     "GH_RUNNER_GROUP" => ENV.fetch("GH_RUNNER_GROUP", ""),
diff --git a/vagrant/shared/github-runner.env.example b/vagrant/shared/github-runner.env.example
index 7c750fba09..4e1c1b215f 100644
--- a/vagrant/shared/github-runner.env.example
+++ b/vagrant/shared/github-runner.env.example
@@ -3,7 +3,19 @@
 #   vagrant provision github-runner --provision-with github-runner-register
 
 GH_RUNNER_URL="https://github.com/OWNER/REPOSITORY"
-GH_RUNNER_TOKEN="REPLACE_WITH_EPHEMERAL_REGISTRATION_TOKEN"
+
+# Preferred: a GitHub API token that can mint a fresh registration token during
+# provisioning. For repository runners on github.com, a fine-grained PAT needs
+# repository Administration: write. For organization runners, it needs
+# organization Self-hosted runners: write.
+# GH_RUNNER_API_TOKEN="github_pat_..."
+
+# Optional: override the API root for GitHub Enterprise Server instances.
+# GH_RUNNER_API_URL="https://github.example.com/api/v3"
+
+# Fallback: a time-limited registration token copied from GitHub. This expires
+# after one hour, so stale values will fail during runner registration.
+GH_RUNNER_TOKEN=""
 
 # Optional overrides
 GH_RUNNER_NAME="github-runner-s26"
diff --git a/vagrant/shared/provision-gh-runner-register.sh b/vagrant/shared/provision-gh-runner-register.sh
index be6902328a..ac29aecad1 100644
--- a/vagrant/shared/provision-gh-runner-register.sh
+++ b/vagrant/shared/provision-gh-runner-register.sh
@@ -13,24 +13,141 @@ if [ -f /shared/github-runner.env ]; then
     set +a
 fi
 
-if [ ! -f /shared/github-runner.env ] && [ -z "${GH_RUNNER_URL:-}" ] && [ -z "${GH_RUNNER_TOKEN:-}" ]; then
+if [ ! -f /shared/github-runner.env ] && [ -z "${GH_RUNNER_URL:-}" ] && [ -z "${GH_RUNNER_TOKEN:-}" ] && [ -z "${GH_RUNNER_API_TOKEN:-}" ]; then
     cat <<'EOF' >&2
 Runner configuration is missing inside the guest.
 If you created vagrant/shared/github-runner.env on the host after the VM was already running,
 sync it first with:
   vagrant rsync github-runner
-Or bypass the shared file and pass GH_RUNNER_URL / GH_RUNNER_TOKEN in the host environment.
+Or bypass the shared file and pass GH_RUNNER_URL plus GH_RUNNER_API_TOKEN or GH_RUNNER_TOKEN in the host environment.
 EOF
 fi
 
 : "${GH_RUNNER_URL:?Set GH_RUNNER_URL in /shared/github-runner.env or the host environment.}"
-: "${GH_RUNNER_TOKEN:?Set GH_RUNNER_TOKEN in /shared/github-runner.env or the host environment.}"
+
+if [ -z "${GH_RUNNER_TOKEN:-}" ] && [ -z "${GH_RUNNER_API_TOKEN:-}" ]; then
+    echo "Set GH_RUNNER_API_TOKEN (preferred) or GH_RUNNER_TOKEN in /shared/github-runner.env or the host environment." >&2
+    exit 1
+fi
 
 if [ ! -x /opt/actions-runner/config.sh ]; then
     echo "GitHub runner is not installed. Run the base provisioner first." >&2
     exit 1
 fi
 
+runner_url="${GH_RUNNER_URL%/}"
+case "$runner_url" in
+    https://*)
+        runner_scheme="https"
+        ;;
+    http://*)
+        runner_scheme="http"
+        ;;
+    *)
+        echo "GH_RUNNER_URL must start with http:// or https:// and point to a repository or organization root." >&2
+        exit 1
+        ;;
+esac
+
+runner_url_no_scheme="${runner_url#*://}"
+runner_host="${runner_url_no_scheme%%/*}"
+runner_path=""
+if [ "$runner_url_no_scheme" != "$runner_host" ]; then
+    runner_path="/${runner_url_no_scheme#*/}"
+fi
+runner_path="${runner_path%%\?*}"
+runner_path="${runner_path%%\#*}"
+runner_path="${runner_path%/}"
+
+IFS='/' read -r runner_segment1 runner_segment2 runner_segment3 _runner_extra <<< "${runner_path#/}"
+
+if [ -z "${runner_segment1:-}" ]; then
+    echo "GH_RUNNER_URL must point to a repository or organization root, for example https://github.com/OWNER/REPOSITORY." >&2
+    exit 1
+fi
+
+if [ -n "${runner_segment3:-}" ] || [ -n "${_runner_extra:-}" ]; then
+    echo "GH_RUNNER_URL must be a repository or organization root URL, not a deeper settings page." >&2
+    exit 1
+fi
+
+runner_scope="organization"
+runner_owner="$runner_segment1"
+runner_repo=""
+if [ -n "${runner_segment2:-}" ]; then
+    runner_scope="repository"
+    runner_repo="${runner_segment2%.git}"
+fi
+
+runner_api_base="${GH_RUNNER_API_URL:-}"
+if [ -z "$runner_api_base" ]; then
+    if [ "$runner_host" = "github.com" ]; then
+        runner_api_base="https://api.github.com"
+    else
+        runner_api_base="${runner_scheme}://${runner_host}/api/v3"
+    fi
+fi
+runner_api_base="${runner_api_base%/}"
+
+create_registration_token() {
+    local endpoint response http_code body token expires_at message
+
+    if [ -n "${GH_RUNNER_API_TOKEN:-}" ]; then
+        case "$runner_scope" in
+            repository)
+                endpoint="${runner_api_base}/repos/${runner_owner}/${runner_repo}/actions/runners/registration-token"
+                ;;
+            organization)
+                endpoint="${runner_api_base}/orgs/${runner_owner}/actions/runners/registration-token"
+                ;;
+            *)
+                echo "Unsupported runner scope: $runner_scope" >&2
+                exit 1
+                ;;
+        esac
+
+        response="$(
+            curl -sS -X POST \
+                -H "Accept: application/vnd.github+json" \
+                -H "Authorization: Bearer ${GH_RUNNER_API_TOKEN}" \
+                -H "X-GitHub-Api-Version: 2022-11-28" \
+                "$endpoint" \
+                -w $'\n%{http_code}'
+        )"
+
+        http_code="${response##*$'\n'}"
+        body="${response%$'\n'*}"
+
+        if [ "$http_code" -lt 200 ] || [ "$http_code" -ge 300 ]; then
+            message="$(printf '%s' "$body" | jq -r '.message // empty' 2>/dev/null || true)"
+            echo "Failed to create a runner registration token from ${endpoint} (HTTP ${http_code})." >&2
+            if [ -n "$message" ]; then
+                echo "GitHub API message: ${message}" >&2
+            fi
+            echo "Check that GH_RUNNER_API_TOKEN has admin access to the target and the required runner permissions." >&2
+            exit 1
+        fi
+
+        token="$(printf '%s' "$body" | jq -r '.token // empty')"
+        expires_at="$(printf '%s' "$body" | jq -r '.expires_at // empty')"
+        if [ -z "$token" ]; then
+            echo "GitHub did not return a runner registration token." >&2
+            exit 1
+        fi
+
+        export RUNNER_TOKEN="$token"
+        if [ -n "$expires_at" ]; then
+            echo "Generated a fresh runner registration token via the GitHub API (expires at ${expires_at})."
+        else
+            echo "Generated a fresh runner registration token via the GitHub API."
+        fi
+        return 0
+    fi
+
+    export RUNNER_TOKEN="${GH_RUNNER_TOKEN}"
+    echo "Using GH_RUNNER_TOKEN from the environment. GitHub runner registration tokens expire after one hour."
+}
+
 runner_name="${GH_RUNNER_NAME:-$(hostname -s)}"
 runner_labels="${GH_RUNNER_LABELS:-self-hosted,linux,vagrant}"
 runner_group="${GH_RUNNER_GROUP:-Default}"
@@ -38,7 +155,6 @@ runner_workdir="${GH_RUNNER_WORKDIR:-_work}"
 runner_disable_update="${GH_RUNNER_DISABLE_UPDATE:-false}"
 
 export RUNNER_URL="$GH_RUNNER_URL"
-export RUNNER_TOKEN="$GH_RUNNER_TOKEN"
 export RUNNER_NAME="$runner_name"
 export RUNNER_LABELS="$runner_labels"
 export RUNNER_GROUP="$runner_group"
@@ -46,6 +162,7 @@ export RUNNER_WORKDIR="$runner_workdir"
 export RUNNER_DISABLE_UPDATE="$runner_disable_update"
 
 if [ ! -f /opt/actions-runner/.runner ]; then
+    create_registration_token
     sudo -u github-runner --preserve-env=RUNNER_URL,RUNNER_TOKEN,RUNNER_NAME,RUNNER_LABELS,RUNNER_GROUP,RUNNER_WORKDIR,RUNNER_DISABLE_UPDATE bash <<'EOF'
 set -euo pipefail
 cd /opt/actions-runner
@@ -98,3 +215,4 @@ for service_unit in "${service_units[@]}"; do
 done
 
 echo "GitHub runner configured and started successfully."
+#
diff --git a/vagrant/shared/provision-gh-runner.sh b/vagrant/shared/provision-gh-runner.sh
index fe22cd89e2..0e58c5c2d2 100644
--- a/vagrant/shared/provision-gh-runner.sh
+++ b/vagrant/shared/provision-gh-runner.sh
@@ -85,7 +85,7 @@ if [ ! -f /shared/github-runner.env ]; then
     cat <<'EOF'
 GitHub runner base installation complete.
 Create /shared/github-runner.env from /shared/github-runner.env.example,
-fill in GH_RUNNER_URL and GH_RUNNER_TOKEN, then run:
+fill in GH_RUNNER_URL and either GH_RUNNER_API_TOKEN (preferred) or GH_RUNNER_TOKEN, then run:
   vagrant provision github-runner --provision-with github-runner-register
 EOF
 fi

From 806c77e06e735819df6014a4ece9221e657938c6 Mon Sep 17 00:00:00 2001
From: LocalT0aster <90502400+LocalT0aster@users.noreply.github.com>
Date: Fri, 20 Mar 2026 01:59:41 +0300
Subject: [PATCH 2/5] task 1

---
 app_python/README.md               |   5 +-
 app_python/docs/LAB08.md           | 138 ++++++++
 app_python/poetry.lock             | 501 +++++++++++++++--------------
 app_python/pyproject.toml          |  33 +-
 app_python/src/metrics.py          | 119 +++++++
 app_python/src/router.py           |  22 +-
 app_python/tests/test_endpoints.py |   1 +
 app_python/tests/test_metrics.py   | 106 ++++++
 8 files changed, 673 insertions(+), 252 deletions(-)
 create mode 100644 app_python/docs/LAB08.md
 create mode 100644 app_python/src/metrics.py
 create mode 100644 app_python/tests/test_metrics.py

diff --git a/app_python/README.md b/app_python/README.md
index 1415a24a2a..dd63b7a64a 100644
--- a/app_python/README.md
+++ b/app_python/README.md
@@ -4,11 +4,11 @@
 
 ## Overview
 
-Small Flask web service that reports service metadata, system information, runtime uptime, and basic request details. Includes a simple health check endpoint for monitoring.
+Small Flask web service that reports service metadata, system information, runtime uptime, and basic request details. Includes health and Prometheus metrics endpoints for monitoring.
 
 ## Prerequisites
 
-- Python 3.13+
+- Python 3.14+
 - Poetry
 
 ## Installation
@@ -54,6 +54,7 @@ Gunicorn access logs are emitted as JSON so Loki can parse request fields cleanl
 
 - `GET /` - Service and system information
 - `GET /health` - Health check
+- `GET /metrics` - Prometheus metrics exposition
 
 ## Configuration
 
diff --git a/app_python/docs/LAB08.md b/app_python/docs/LAB08.md
new file mode 100644
index 0000000000..1d947a2350
--- /dev/null
+++ b/app_python/docs/LAB08.md
@@ -0,0 +1,138 @@
+# LAB08 - Metrics and Monitoring (Task 1)
+
+## 1. Overview
+
+Prometheus instrumentation was added to the Flask service using `prometheus-client==0.23.1`.
+
+Implemented metrics:
+
+- `http_requests_total` counter with `method`, `endpoint`, and `status_code`
+- `http_request_duration_seconds` histogram with `method`, `endpoint`, and `status_code`
+- `http_requests_in_progress` gauge with `method` and `endpoint`
+- `devops_info_endpoint_calls_total` counter for application endpoint usage
+- `devops_info_system_info_duration_seconds` histogram for system-info collection latency
+
+Labeling choice:
+
+- Matched routes use normalized Flask rules such as `/`, `/health`, and `/metrics`
+- Unmatched requests are grouped under `endpoint="unmatched"` to keep label cardinality low
+- The in-progress gauge does not include `status_code` because that value does not exist until a response is produced
+
+## 2. Verification
+
+Install and run with the project-local Poetry binary:
+
+```bash
+cd app_python
+.venv/bin/poetry install --with dev
+.venv/bin/poetry run pytest
+.venv/bin/poetry run gunicorn --config gunicorn.conf.py src.main:app
+```
+
+Generate a few requests, then inspect metrics:
+
+```bash
+curl -fSsL http://127.0.0.1:5000/ | jq
+curl -fSsL http://127.0.0.1:5000/health | jq
+curl -fSsL http://127.0.0.1:5000/metrics
+```
+
+<details>
+<summary><code>/metrics</code> output</summary>
+
+```text
+$ curl -fSsL http://127.0.0.1:5000/metrics
+# HELP http_requests_total Total HTTP requests handled by the service.
+# TYPE http_requests_total counter
+http_requests_total{endpoint="/",method="GET",status_code="200"} 6.0
+http_requests_total{endpoint="/health",method="GET",status_code="200"} 6.0
+# HELP http_requests_created Total HTTP requests handled by the service.
+# TYPE http_requests_created gauge
+http_requests_created{endpoint="/",method="GET",status_code="200"} 1.7739616481696362e+09
+http_requests_created{endpoint="/health",method="GET",status_code="200"} 1.7739616482041702e+09
+# HELP http_request_duration_seconds HTTP request duration in seconds.
+# TYPE http_request_duration_seconds histogram
+http_request_duration_seconds_bucket{endpoint="/",le="0.005",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/",le="0.01",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/",le="0.025",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/",le="0.05",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/",le="0.075",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/",le="0.1",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/",le="0.25",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/",le="0.5",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/",le="0.75",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/",le="1.0",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/",le="2.5",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/",le="5.0",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/",le="7.5",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/",le="10.0",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/",le="+Inf",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_count{endpoint="/",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_sum{endpoint="/",method="GET",status_code="200"} 0.0015464909993170295
+http_request_duration_seconds_bucket{endpoint="/health",le="0.005",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/health",le="0.01",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/health",le="0.025",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/health",le="0.05",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/health",le="0.075",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/health",le="0.1",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/health",le="0.25",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/health",le="0.5",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/health",le="0.75",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/health",le="1.0",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/health",le="2.5",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/health",le="5.0",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/health",le="7.5",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/health",le="10.0",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_bucket{endpoint="/health",le="+Inf",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_count{endpoint="/health",method="GET",status_code="200"} 6.0
+http_request_duration_seconds_sum{endpoint="/health",method="GET",status_code="200"} 0.0019912700008717366
+# HELP http_request_duration_seconds_created HTTP request duration in seconds.
+# TYPE http_request_duration_seconds_created gauge
+http_request_duration_seconds_created{endpoint="/",method="GET",status_code="200"} 1.7739616481696527e+09
+http_request_duration_seconds_created{endpoint="/health",method="GET",status_code="200"} 1.7739616482041845e+09
+# HELP http_requests_in_progress HTTP requests currently being processed.
+# TYPE http_requests_in_progress gauge
+http_requests_in_progress{endpoint="/",method="GET"} 0.0
+http_requests_in_progress{endpoint="/health",method="GET"} 0.0
+http_requests_in_progress{endpoint="/metrics",method="GET"} 1.0
+# HELP devops_info_endpoint_calls_total Total calls to application endpoints.
+# TYPE devops_info_endpoint_calls_total counter
+devops_info_endpoint_calls_total{endpoint="/"} 6.0
+devops_info_endpoint_calls_total{endpoint="/health"} 6.0
+devops_info_endpoint_calls_total{endpoint="/metrics"} 1.0
+# HELP devops_info_endpoint_calls_created Total calls to application endpoints.
+# TYPE devops_info_endpoint_calls_created gauge
+devops_info_endpoint_calls_created{endpoint="/"} 1.773961648169205e+09
+devops_info_endpoint_calls_created{endpoint="/health"} 1.7739616482040732e+09
+devops_info_endpoint_calls_created{endpoint="/metrics"} 1.7739616631203315e+09
+# HELP devops_info_system_info_duration_seconds Time spent collecting system information.
+# TYPE devops_info_system_info_duration_seconds histogram
+devops_info_system_info_duration_seconds_bucket{le="0.005"} 6.0
+devops_info_system_info_duration_seconds_bucket{le="0.01"} 6.0
+devops_info_system_info_duration_seconds_bucket{le="0.025"} 6.0
+devops_info_system_info_duration_seconds_bucket{le="0.05"} 6.0
+devops_info_system_info_duration_seconds_bucket{le="0.075"} 6.0
+devops_info_system_info_duration_seconds_bucket{le="0.1"} 6.0
+devops_info_system_info_duration_seconds_bucket{le="0.25"} 6.0
+devops_info_system_info_duration_seconds_bucket{le="0.5"} 6.0
+devops_info_system_info_duration_seconds_bucket{le="0.75"} 6.0
+devops_info_system_info_duration_seconds_bucket{le="1.0"} 6.0
+devops_info_system_info_duration_seconds_bucket{le="2.5"} 6.0
+devops_info_system_info_duration_seconds_bucket{le="5.0"} 6.0
+devops_info_system_info_duration_seconds_bucket{le="7.5"} 6.0
+devops_info_system_info_duration_seconds_bucket{le="10.0"} 6.0
+devops_info_system_info_duration_seconds_bucket{le="+Inf"} 6.0
+devops_info_system_info_duration_seconds_count 6.0
+devops_info_system_info_duration_seconds_sum 0.00042895499973383266
+# HELP devops_info_system_info_duration_seconds_created Time spent collecting system information.
+# TYPE devops_info_system_info_duration_seconds_created gauge
+devops_info_system_info_duration_seconds_created 1.7739616389214125e+09
+```
+
+</details>
+
+## 3. Notes
+
+- HTTP metrics are captured with Flask request hooks so 2xx, 4xx, and 5xx responses are all measured consistently.
+- Application-specific metrics are recorded in route handlers and around system-info collection.
+- Automated tests cover `/metrics` exposure plus label handling for `200`, `404`, and `500` responses.
diff --git a/app_python/poetry.lock b/app_python/poetry.lock
index e4918ed237..748bfe2685 100644
--- a/app_python/poetry.lock
+++ b/app_python/poetry.lock
@@ -14,137 +14,153 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2026.1.4"
+version = "2026.2.25"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
-    {file = "certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c"},
-    {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"},
+    {file = "certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa"},
+    {file = "certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7"},
 ]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.4"
+version = "3.4.6"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
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+    {file = "coverage-7.13.5-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d8a7a2049c14f413163e2bdabd37e41179b1d1ccb10ffc6ccc4b7a718429c607"},
+    {file = "coverage-7.13.5-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:e1c85e0b6c05c592ea6d8768a66a254bfb3874b53774b12d4c89c481eb78cb90"},
+    {file = "coverage-7.13.5-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:777c4d1eff1b67876139d24288aaf1817f6c03d6bae9c5cc8d27b83bcfe38fe3"},
+    {file = "coverage-7.13.5-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:6697e29b93707167687543480a40f0db8f356e86d9f67ddf2e37e2dfd91a9dab"},
+    {file = "coverage-7.13.5-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:8fdf453a942c3e4d99bd80088141c4c6960bb232c409d9c3558e2dbaa3998562"},
+    {file = "coverage-7.13.5-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:32ca0c0114c9834a43f045a87dcebd69d108d8ffb666957ea65aa132f50332e2"},
+    {file = "coverage-7.13.5-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:8769751c10f339021e2638cd354e13adeac54004d1941119b2c96fe5276d45ea"},
+    {file = "coverage-7.13.5-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:cec2d83125531bd153175354055cdb7a09987af08a9430bd173c937c6d0fba2a"},
+    {file = "coverage-7.13.5-cp314-cp314t-win32.whl", hash = "sha256:0cd9ed7a8b181775459296e402ca4fb27db1279740a24e93b3b41942ebe4b215"},
+    {file = "coverage-7.13.5-cp314-cp314t-win_amd64.whl", hash = "sha256:301e3b7dfefecaca37c9f1aa6f0049b7d4ab8dd933742b607765d757aca77d43"},
+    {file = "coverage-7.13.5-cp314-cp314t-win_arm64.whl", hash = "sha256:9dacc2ad679b292709e0f5fc1ac74a6d4d5562e424058962c7bb0c658ad25e45"},
+    {file = "coverage-7.13.5-py3-none-any.whl", hash = "sha256:34b02417cf070e173989b3db962f7ed56d2f644307b2cf9d5a0f258e13084a61"},
+    {file = "coverage-7.13.5.tar.gz", hash = "sha256:c81f6515c4c40141f83f502b07bbfa5c240ba25bbe73da7b33f1e5b6120ff179"},
 ]
 
 [package.extras]
@@ -313,14 +329,14 @@ pyflakes = ">=3.4.0,<3.5.0"
 
 [[package]]
 name = "flask"
-version = "3.1.2"
+version = "3.1.3"
 description = "A simple framework for building complex web applications."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "flask-3.1.2-py3-none-any.whl", hash = "sha256:ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c"},
-    {file = "flask-3.1.2.tar.gz", hash = "sha256:bf656c15c80190ed628ad08cdfd3aaa35beb087855e2f494910aa3774cc4fd87"},
+    {file = "flask-3.1.3-py3-none-any.whl", hash = "sha256:f4bcbefc124291925f1a26446da31a5178f9483862233b23c0c96a20701f670c"},
+    {file = "flask-3.1.3.tar.gz", hash = "sha256:0ef0e52b8a9cd932855379197dd8f94047b359ca0a78695144304cb45f87c9eb"},
 ]
 
 [package.dependencies]
@@ -337,14 +353,14 @@ dotenv = ["python-dotenv"]
 
 [[package]]
 name = "gunicorn"
-version = "25.0.3"
+version = "25.1.0"
 description = "WSGI HTTP Server for UNIX"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "gunicorn-25.0.3-py3-none-any.whl", hash = "sha256:aca364c096c81ca11acd4cede0aaeea91ba76ca74e2c0d7f879154db9d890f35"},
-    {file = "gunicorn-25.0.3.tar.gz", hash = "sha256:b53a7fff1a07b825b962af320554de44ae77a26abfa373711ff3f83d57d3506d"},
+    {file = "gunicorn-25.1.0-py3-none-any.whl", hash = "sha256:d0b1236ccf27f72cfe14bce7caadf467186f19e865094ca84221424e839b8b8b"},
+    {file = "gunicorn-25.1.0.tar.gz", hash = "sha256:1426611d959fa77e7de89f8c0f32eed6aa03ee735f98c01efba3e281b1c47616"},
 ]
 
 [package.dependencies]
@@ -569,6 +585,21 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["coverage", "pytest", "pytest-benchmark"]
 
+[[package]]
+name = "prometheus-client"
+version = "0.23.1"
+description = "Python client for the Prometheus monitoring system."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "prometheus_client-0.23.1-py3-none-any.whl", hash = "sha256:dd1913e6e76b59cfe44e7a4b83e01afc9873c1bdfd2ed8739f1e76aeca115f99"},
+    {file = "prometheus_client-0.23.1.tar.gz", hash = "sha256:6ae8f9081eaaaf153a2e959d2e6c4f4fb57b12ef76c8c7980202f1e57b48b2ce"},
+]
+
+[package.extras]
+twisted = ["twisted"]
+
 [[package]]
 name = "pycodestyle"
 version = "2.14.0"
@@ -692,14 +723,14 @@ zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "werkzeug"
-version = "3.1.5"
+version = "3.1.6"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "werkzeug-3.1.5-py3-none-any.whl", hash = "sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc"},
-    {file = "werkzeug-3.1.5.tar.gz", hash = "sha256:6a548b0e88955dd07ccb25539d7d0cc97417ee9e179677d22c7041c8f078ce67"},
+    {file = "werkzeug-3.1.6-py3-none-any.whl", hash = "sha256:7ddf3357bb9564e407607f988f683d72038551200c704012bb9a4c523d42f131"},
+    {file = "werkzeug-3.1.6.tar.gz", hash = "sha256:210c6bede5a420a913956b4791a7f4d6843a43b6fcee4dfa08a65e93007d0d25"},
 ]
 
 [package.dependencies]
@@ -710,5 +741,5 @@ watchdog = ["watchdog (>=2.3)"]
 
 [metadata]
 lock-version = "2.1"
-python-versions = ">=3.13"
-content-hash = "5bcb333e951818ca4706d50bae307ab22a95462b6e393691b1a6d0992e4ffc41"
+python-versions = ">=3.14"
+content-hash = "978605bae0c54f50d967c46bf36e71be1c8baa8f5deab0c54397546aaa573a3a"
diff --git a/app_python/pyproject.toml b/app_python/pyproject.toml
index 1e8b7fba15..deb962795e 100644
--- a/app_python/pyproject.toml
+++ b/app_python/pyproject.toml
@@ -1,20 +1,18 @@
-[tool.poetry]
+[project]
 name = "devops-info-service"
-version = "0.1.0"
+version = "1.8.0"
 description = ""
-authors = ["LocalT0aster"]
+authors = [
+    {name = "LocalT0aster",email = "90502400+LocalT0aster@users.noreply.github.com"}
+]
 readme = "README.md"
-packages = [{ include = "src" }]
-
-[tool.poetry.dependencies]
-python = ">=3.13"
-flask = ">=3.1.2,<4.0.0"
-requests = ">=2.32.5,<3.0.0"
-gunicorn = "^25.0.3"
-
-[build-system]
-requires = ["poetry-core>=2.0.0,<3.0.0"]
-build-backend = "poetry.core.masonry.api"
+requires-python = ">=3.14"
+dependencies = [
+    "flask (>=3.1.3,<4.0.0)",
+    "requests (>=2.32.5,<3.0.0)",
+    "gunicorn (>=25.1.0,<26.0.0)",
+    "prometheus-client (==0.23.1)"
+]
 
 [dependency-groups]
 dev = [
@@ -23,3 +21,10 @@ dev = [
     "flake8 (>=7.3.0,<8.0.0)",
     "pep8-naming (>=0.15.1,<0.16.0)"
 ]
+
+[tool.poetry]
+packages = [{ include = "src" }]
+
+[build-system]
+requires = ["poetry-core>=2.0.0,<3.0.0"]
+build-backend = "poetry.core.masonry.api"
diff --git a/app_python/src/metrics.py b/app_python/src/metrics.py
new file mode 100644
index 0000000000..1441b3f8f1
--- /dev/null
+++ b/app_python/src/metrics.py
@@ -0,0 +1,119 @@
+"""Prometheus metrics and Flask request instrumentation."""
+
+from time import perf_counter
+
+from flask import Response, g, request
+from prometheus_client import (
+    CONTENT_TYPE_LATEST,
+    CollectorRegistry,
+    Counter,
+    Gauge,
+    Histogram,
+    generate_latest,
+)
+
+try:
+    from .flask_instance import app
+except ImportError:  # pragma: no cover - allows `python src/main.py`
+    from flask_instance import app
+
+METRICS_REGISTRY = CollectorRegistry()
+
+HTTP_REQUESTS_TOTAL = Counter(
+    "http_requests_total",
+    "Total HTTP requests handled by the service.",
+    ["method", "endpoint", "status_code"],
+    registry=METRICS_REGISTRY,
+)
+HTTP_REQUEST_DURATION_SECONDS = Histogram(
+    "http_request_duration_seconds",
+    "HTTP request duration in seconds.",
+    ["method", "endpoint", "status_code"],
+    registry=METRICS_REGISTRY,
+)
+HTTP_REQUESTS_IN_PROGRESS = Gauge(
+    "http_requests_in_progress",
+    "HTTP requests currently being processed.",
+    ["method", "endpoint"],
+    registry=METRICS_REGISTRY,
+)
+DEVOPS_INFO_ENDPOINT_CALLS_TOTAL = Counter(
+    "devops_info_endpoint_calls_total",
+    "Total calls to application endpoints.",
+    ["endpoint"],
+    registry=METRICS_REGISTRY,
+)
+DEVOPS_INFO_SYSTEM_INFO_DURATION_SECONDS = Histogram(
+    "devops_info_system_info_duration_seconds",
+    "Time spent collecting system information.",
+    registry=METRICS_REGISTRY,
+)
+
+
+def normalize_endpoint_label() -> str:
+    """Return a low-cardinality endpoint label for the current request."""
+    rule = getattr(request, "url_rule", None)
+    if rule is not None:
+        return rule.rule
+    return "unmatched"
+
+
+def record_endpoint_call(endpoint: str) -> None:
+    """Increment the app-specific endpoint usage counter."""
+    DEVOPS_INFO_ENDPOINT_CALLS_TOTAL.labels(endpoint=endpoint).inc()
+
+
+def generate_metrics_response() -> Response:
+    """Return the current Prometheus exposition payload."""
+    return Response(
+        generate_latest(METRICS_REGISTRY),
+        content_type=CONTENT_TYPE_LATEST,
+    )
+
+
+@app.before_request
+def start_http_request_metrics() -> None:
+    """Capture request start time and increase the in-flight gauge."""
+    endpoint = normalize_endpoint_label()
+    g.metrics_method = request.method
+    g.metrics_endpoint = endpoint
+    g.metrics_start_time = perf_counter()
+    g.metrics_in_progress = True
+    HTTP_REQUESTS_IN_PROGRESS.labels(
+        method=request.method,
+        endpoint=endpoint,
+    ).inc()
+
+
+@app.after_request
+def record_http_request_metrics(response: Response) -> Response:
+    """Persist request counter and latency observations."""
+    method = getattr(g, "metrics_method", request.method)
+    endpoint = getattr(g, "metrics_endpoint", normalize_endpoint_label())
+    start_time = getattr(g, "metrics_start_time", None)
+    if start_time is None:
+        return response
+
+    labels = {
+        "method": method,
+        "endpoint": endpoint,
+        "status_code": str(response.status_code),
+    }
+    HTTP_REQUESTS_TOTAL.labels(**labels).inc()
+    HTTP_REQUEST_DURATION_SECONDS.labels(**labels).observe(
+        perf_counter() - start_time
+    )
+    return response
+
+
+@app.teardown_request
+def finish_http_request_metrics(error: BaseException | None) -> None:  # noqa: ARG001
+    """Decrease the in-flight gauge after the request finishes."""
+    if not getattr(g, "metrics_in_progress", False):
+        return
+
+    HTTP_REQUESTS_IN_PROGRESS.labels(
+        method=g.metrics_method,
+        endpoint=g.metrics_endpoint,
+    ).dec()
+    g.metrics_in_progress = False
diff --git a/app_python/src/router.py b/app_python/src/router.py
index b2590de495..294be6246d 100644
--- a/app_python/src/router.py
+++ b/app_python/src/router.py
@@ -12,10 +12,20 @@
 
 try:
     from .flask_instance import START_TIME, app, logger
+    from .metrics import (
+        DEVOPS_INFO_SYSTEM_INFO_DURATION_SECONDS,
+        generate_metrics_response,
+        record_endpoint_call,
+    )
 except ImportError:  # pragma: no cover - allows `python src/main.py`
     from flask_instance import START_TIME, app, logger
+    from metrics import (
+        DEVOPS_INFO_SYSTEM_INFO_DURATION_SECONDS,
+        generate_metrics_response,
+        record_endpoint_call,
+    )
 
-__version__ = "1.7.0"
+__version__ = "1.8.0"
 
 
 def get_service_info() -> dict[str, str]:
@@ -28,6 +38,7 @@ def get_service_info() -> dict[str, str]:
     }
 
 
+@DEVOPS_INFO_SYSTEM_INFO_DURATION_SECONDS.time()
 def get_platform_info() -> dict[str, str | int]:
     """Collect system information."""
 
@@ -120,6 +131,7 @@ def list_routes() -> list[dict[str, str]]:
 @app.route("/")
 def index():
     """Service information."""
+    record_endpoint_call("/")
     return jsonify(
         {
             "service": get_service_info(),
@@ -134,6 +146,7 @@ def index():
 @app.route("/health")
 def health():
     """Health check."""
+    record_endpoint_call("/health")
     return jsonify(
         {
             "status": "healthy",
@@ -143,6 +156,13 @@ def health():
     )
 
 
+@app.route("/metrics")
+def metrics():
+    """Prometheus metrics."""
+    record_endpoint_call("/metrics")
+    return generate_metrics_response()
+
+
 @app.errorhandler(404)
 def not_found(error):  # noqa: ARG001
     """Return a JSON 404 payload."""
diff --git a/app_python/tests/test_endpoints.py b/app_python/tests/test_endpoints.py
index d0aca40338..97c217b476 100644
--- a/app_python/tests/test_endpoints.py
+++ b/app_python/tests/test_endpoints.py
@@ -62,6 +62,7 @@ def test_index_returns_expected_json_structure_and_types(client):
     route_index = {(endpoint["method"], endpoint["path"]) for endpoint in endpoints}
     assert ("GET", "/") in route_index
     assert ("GET", "/health") in route_index
+    assert ("GET", "/metrics") in route_index
 
 
 def test_health_returns_expected_json_structure_and_types(client):
diff --git a/app_python/tests/test_metrics.py b/app_python/tests/test_metrics.py
new file mode 100644
index 0000000000..ac7da3ad0b
--- /dev/null
+++ b/app_python/tests/test_metrics.py
@@ -0,0 +1,106 @@
+"""Tests for Prometheus metrics exposure and labels."""
+
+from collections.abc import Mapping
+
+from prometheus_client.parser import text_string_to_metric_families
+
+import src.router as router
+
+
+def _raise_runtime_error() -> None:
+    raise RuntimeError("simulated failure")
+
+
+def _metric_value(
+    metrics_text: str,
+    sample_name: str,
+    labels: Mapping[str, str] | None = None,
+) -> float | None:
+    expected_labels = labels or {}
+
+    for family in text_string_to_metric_families(metrics_text):
+        for sample in family.samples:
+            if sample.name != sample_name:
+                continue
+            if all(
+                sample.labels.get(key) == value
+                for key, value in expected_labels.items()
+            ):
+                return float(sample.value)
+    return None
+
+
+def _metrics_text(client) -> str:
+    response = client.get("/metrics")
+    assert response.status_code == 200
+    return response.get_data(as_text=True)
+
+
+def test_metrics_endpoint_exposes_http_and_application_metrics(client):
+    """Metrics endpoint should expose HTTP RED data and app-specific metrics."""
+    client.get("/")
+    client.get("/health")
+    client.get("/does-not-exist")
+
+    response = client.get("/metrics")
+    metrics_text = response.get_data(as_text=True)
+
+    assert response.status_code == 200
+    assert response.content_type.startswith("text/plain")
+
+    root_total = _metric_value(
+        metrics_text,
+        "http_requests_total",
+        {"method": "GET", "endpoint": "/", "status_code": "200"},
+    )
+    health_total = _metric_value(
+        metrics_text,
+        "http_requests_total",
+        {"method": "GET", "endpoint": "/health", "status_code": "200"},
+    )
+    unmatched_total = _metric_value(
+        metrics_text,
+        "http_requests_total",
+        {"method": "GET", "endpoint": "unmatched", "status_code": "404"},
+    )
+    root_duration_count = _metric_value(
+        metrics_text,
+        "http_request_duration_seconds_count",
+        {"method": "GET", "endpoint": "/", "status_code": "200"},
+    )
+    root_in_progress = _metric_value(
+        metrics_text,
+        "http_requests_in_progress",
+        {"method": "GET", "endpoint": "/"},
+    )
+    endpoint_calls = _metric_value(
+        metrics_text,
+        "devops_info_endpoint_calls_total",
+        {"endpoint": "/"},
+    )
+    system_info_count = _metric_value(
+        metrics_text,
+        "devops_info_system_info_duration_seconds_count",
+    )
+
+    assert root_total is not None and root_total >= 1.0
+    assert health_total is not None and health_total >= 1.0
+    assert unmatched_total is not None and unmatched_total >= 1.0
+    assert root_duration_count is not None and root_duration_count >= 1.0
+    assert root_in_progress == 0.0
+    assert endpoint_calls is not None and endpoint_calls >= 1.0
+    assert system_info_count is not None and system_info_count >= 1.0
+
+
+def test_metrics_count_internal_server_errors_with_status_labels(client, monkeypatch):
+    """Failed requests should still be counted with a 500 status code label."""
+    labels = {"method": "GET", "endpoint": "/", "status_code": "500"}
+    before = _metric_value(_metrics_text(client), "http_requests_total", labels) or 0.0
+
+    monkeypatch.setattr(router, "get_platform_info", _raise_runtime_error)
+
+    response = client.get("/")
+    after = _metric_value(_metrics_text(client), "http_requests_total", labels)
+
+    assert response.status_code == 500
+    assert after == before + 1.0

From a5f8d2fb11eb01b855761acd6caa5ad14c39dbf2 Mon Sep 17 00:00:00 2001
From: LocalT0aster <90502400+LocalT0aster@users.noreply.github.com>
Date: Fri, 20 Mar 2026 03:26:44 +0300
Subject: [PATCH 3/5] task2

---
 monitoring/docker-compose.yml                |  28 ++-
 monitoring/docs/LAB08.md                     | 170 +++++++++++++++++++
 monitoring/docs/img/lab08_task2_targets.png  | Bin 0 -> 131121 bytes
 monitoring/docs/img/lab08_task2_up_query.png | Bin 0 -> 21487 bytes
 monitoring/prometheus/prometheus.yml         |  27 +++
 5 files changed, 220 insertions(+), 5 deletions(-)
 create mode 100644 monitoring/docs/LAB08.md
 create mode 100644 monitoring/docs/img/lab08_task2_targets.png
 create mode 100644 monitoring/docs/img/lab08_task2_up_query.png
 create mode 100644 monitoring/prometheus/prometheus.yml

diff --git a/monitoring/docker-compose.yml b/monitoring/docker-compose.yml
index ac36c52b2e..60d0eaa366 100644
--- a/monitoring/docker-compose.yml
+++ b/monitoring/docker-compose.yml
@@ -90,12 +90,29 @@ services:
       - monitoring
     restart: unless-stopped
 
+  prometheus:
+    image: prom/prometheus:v3.9.0
+    command:
+      - --config.file=/etc/prometheus/prometheus.yml
+    ports:
+      - "9090:9090"
+    volumes:
+      - ./prometheus/prometheus.yml:/etc/prometheus/prometheus.yml:ro
+      - prometheus-data:/prometheus
+    deploy:
+      resources:
+        limits:
+          cpus: "1.0"
+          memory: 1G
+        reservations:
+          cpus: "0.25"
+          memory: 256M
+    networks:
+      - monitoring
+    restart: unless-stopped
+
   app-python:
-    image: localt0aster/devops-app-py:1.7.9a42ee5
-    # Re-enable local builds if Docker networking breaks behind the tun/VPN setup.
-    # build:
-    #   context: ../app_python
-    #   network: host
+    image: localt0aster/devops-app-py:1.8.806c77e
     environment:
       HOST: "0.0.0.0"
       PORT: "8000"
@@ -182,6 +199,7 @@ volumes:
   loki-data:
   promtail-data:
   grafana-data:
+  prometheus-data:
 
 networks:
   monitoring:
diff --git a/monitoring/docs/LAB08.md b/monitoring/docs/LAB08.md
new file mode 100644
index 0000000000..ff44e6b3e3
--- /dev/null
+++ b/monitoring/docs/LAB08.md
@@ -0,0 +1,170 @@
+# LAB08 - Metrics and Monitoring (Task 2)
+
+## 1. Overview
+
+Prometheus was added to the existing Lab 7 monitoring stack in [docker-compose.yml](/home/t0ast/Repos/DevOps-Core-S26/monitoring/docker-compose.yml) and configured in [prometheus/prometheus.yml](/home/t0ast/Repos/DevOps-Core-S26/monitoring/prometheus/prometheus.yml).
+
+Key decisions:
+
+- `prom/prometheus:v3.9.0` is exposed on `localhost:9090`
+- metrics are stored in the `prometheus-data` named volume
+- Prometheus scrapes every `15s`
+- the Python app image was updated to `localt0aster/devops-app-py:1.8.806c77e` so the stack uses the branch build that already contains the Lab 8 `/metrics` endpoint
+- scrape jobs cover `prometheus`, `app-python`, `loki`, and `grafana`
+
+## 2. Commands Used
+
+```bash
+PS1="$ "
+cd monitoring
+docker compose up -d
+docker compose ps | tee /tmp/lab08_task2_compose_ps.txt
+curl -fSs http://127.0.0.1:9090/api/v1/targets \
+  | jq '{status, data: {activeTargets: [.data.activeTargets[] | {labels, scrapeUrl, lastError, health}]}}' \
+  | tee /tmp/lab08_task2_targets.json
+curl -fSsG --data-urlencode 'query=up' http://127.0.0.1:9090/api/v1/query \
+  | jq '{status, data: {resultType: .data.resultType, result: .data.result}}' \
+  | tee /tmp/lab08_task2_up.json
+```
+
+## 3. Evidence
+
+Screenshots captured:
+
+![](img/lab08_task2_targets.png)
+![](img/lab08_task2_up_query.png)
+
+<details>
+<summary><code>docker compose ps</code> output</summary>
+
+```text
+$ docker compose ps | tee /tmp/lab08_task2_compose_ps.txt
+NAME                              IMAGE                                    COMMAND                  SERVICE              CREATED              STATUS                        PORTS
+monitoring-app-go-1               localt0aster/devops-app-go:1.7.9a42ee5   "/devops-info-servic…"   app-go               23 minutes ago   Up 23 minutes             0.0.0.0:8001->8001/tcp, [::]:8001->8001/tcp
+monitoring-app-go-healthcheck-1   curlimages/curl:8.18.0                   "/entrypoint.sh sh -…"   app-go-healthcheck   23 minutes ago   Up 23 minutes (healthy)
+monitoring-app-python-1           localt0aster/devops-app-py:1.8.806c77e   "sh -c 'gunicorn --c…"   app-python           23 minutes ago   Up 23 minutes (healthy)   0.0.0.0:8000->8000/tcp, [::]:8000->8000/tcp
+monitoring-grafana-1              grafana/grafana:12.3.1                   "/run.sh"                grafana              23 minutes ago   Up 23 minutes (healthy)   0.0.0.0:3000->3000/tcp, [::]:3000->3000/tcp
+monitoring-loki-1                 grafana/loki:3.0.0                       "/usr/bin/loki -conf…"   loki                 23 minutes ago   Up 23 minutes (healthy)   0.0.0.0:3100->3100/tcp, [::]:3100->3100/tcp
+monitoring-prometheus-1           prom/prometheus:v3.9.0                   "/bin/prometheus --c…"   prometheus           23 minutes ago   Up 23 minutes             0.0.0.0:9090->9090/tcp, [::]:9090->9090/tcp
+monitoring-promtail-1             grafana/promtail:3.0.0                   "/usr/bin/promtail -…"   promtail             23 minutes ago   Up 23 minutes             0.0.0.0:9080->9080/tcp, [::]:9080->9080/tcp
+```
+
+</details>
+
+<details>
+<summary><code>/api/v1/targets</code> output</summary>
+
+```json
+$ curl -fSs http://127.0.0.1:9090/api/v1/targets | jq '{status, data: {activeTargets: [.data.activeTargets[] | {labels, scrapeUrl, lastError, health}]}}' | tee /tmp/lab08_task2_targets.json
+{
+  "status": "success",
+  "data": {
+    "activeTargets": [
+      {
+        "labels": {
+          "instance": "app-python:8000",
+          "job": "app"
+        },
+        "scrapeUrl": "http://app-python:8000/metrics",
+        "lastError": "",
+        "health": "up"
+      },
+      {
+        "labels": {
+          "instance": "grafana:3000",
+          "job": "grafana"
+        },
+        "scrapeUrl": "http://grafana:3000/metrics",
+        "lastError": "",
+        "health": "up"
+      },
+      {
+        "labels": {
+          "instance": "loki:3100",
+          "job": "loki"
+        },
+        "scrapeUrl": "http://loki:3100/metrics",
+        "lastError": "",
+        "health": "up"
+      },
+      {
+        "labels": {
+          "instance": "localhost:9090",
+          "job": "prometheus"
+        },
+        "scrapeUrl": "http://localhost:9090/metrics",
+        "lastError": "",
+        "health": "up"
+      }
+    ]
+  }
+}
+```
+
+</details>
+
+<details>
+<summary><code>query=up</code> output</summary>
+
+```json
+$ curl -fSsG --data-urlencode 'query=up' http://127.0.0.1:9090/api/v1/query | jq '{status, data: {resultType: .data.resultType, result: .data.result}}' | tee /tmp/lab08_task2_up.json
+{
+  "status": "success",
+  "data": {
+    "resultType": "vector",
+    "result": [
+      {
+        "metric": {
+          "__name__": "up",
+          "instance": "grafana:3000",
+          "job": "grafana"
+        },
+        "value": [
+          1773963907.906,
+          "1"
+        ]
+      },
+      {
+        "metric": {
+          "__name__": "up",
+          "instance": "localhost:9090",
+          "job": "prometheus"
+        },
+        "value": [
+          1773963907.906,
+          "1"
+        ]
+      },
+      {
+        "metric": {
+          "__name__": "up",
+          "instance": "app-python:8000",
+          "job": "app"
+        },
+        "value": [
+          1773963907.906,
+          "1"
+        ]
+      },
+      {
+        "metric": {
+          "__name__": "up",
+          "instance": "loki:3100",
+          "job": "loki"
+        },
+        "value": [
+          1773963907.906,
+          "1"
+        ]
+      }
+    ]
+  }
+}
+```
+
+</details>
+
+## 4. Notes
+
+- Grafana reported `DOWN` on the very first Prometheus scrape because the container was still starting; it flipped to `UP` on the next 15-second scrape without any config change.
+- The stack is currently running locally, so `http://localhost:9090/targets` and `http://localhost:9090/graph?g0.expr=up` can be opened directly for manual inspection.
diff --git a/monitoring/docs/img/lab08_task2_targets.png b/monitoring/docs/img/lab08_task2_targets.png
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HcmV?d00001

diff --git a/monitoring/prometheus/prometheus.yml b/monitoring/prometheus/prometheus.yml
new file mode 100644
index 0000000000..405abc0fdf
--- /dev/null
+++ b/monitoring/prometheus/prometheus.yml
@@ -0,0 +1,27 @@
+global:
+  scrape_interval: 15s
+  evaluation_interval: 15s
+
+scrape_configs:
+  - job_name: prometheus
+    static_configs:
+      - targets:
+          - localhost:9090
+
+  - job_name: app
+    metrics_path: /metrics
+    static_configs:
+      - targets:
+          - app-python:8000
+
+  - job_name: loki
+    metrics_path: /metrics
+    static_configs:
+      - targets:
+          - loki:3100
+
+  - job_name: grafana
+    metrics_path: /metrics
+    static_configs:
+      - targets:
+          - grafana:3000

From 6580e7a429db80082b664c77609bdf2f8a0d7933 Mon Sep 17 00:00:00 2001
From: LocalT0aster <90502400+LocalT0aster@users.noreply.github.com>
Date: Fri, 20 Mar 2026 03:44:55 +0300
Subject: [PATCH 4/5] task 3

---
 monitoring/docs/LAB08.md                      | 103 ++-
 .../docs/img/lab08_task3_custom_dashboard.png | Bin 0 -> 231683 bytes
 monitoring/grafana/dashbboard.json            | 620 ++++++++++++++++++
 3 files changed, 722 insertions(+), 1 deletion(-)
 create mode 100644 monitoring/docs/img/lab08_task3_custom_dashboard.png
 create mode 100644 monitoring/grafana/dashbboard.json

diff --git a/monitoring/docs/LAB08.md b/monitoring/docs/LAB08.md
index ff44e6b3e3..28ac983d68 100644
--- a/monitoring/docs/LAB08.md
+++ b/monitoring/docs/LAB08.md
@@ -1,4 +1,4 @@
-# LAB08 - Metrics and Monitoring (Task 2)
+# LAB08 - Metrics and Monitoring (Tasks 2-3)
 
 ## 1. Overview
 
@@ -168,3 +168,104 @@ $ curl -fSsG --data-urlencode 'query=up' http://127.0.0.1:9090/api/v1/query | jq
 
 - Grafana reported `DOWN` on the very first Prometheus scrape because the container was still starting; it flipped to `UP` on the next 15-second scrape without any config change.
 - The stack is currently running locally, so `http://localhost:9090/targets` and `http://localhost:9090/graph?g0.expr=up` can be opened directly for manual inspection.
+
+## 5. Task 3 Overview
+
+A custom Grafana dashboard was created and exported to `monitoring/docs/dashbboard.json`.
+
+During documentation review, the exported dashboard JSON was corrected in two places so it matches the actual app metrics from Task 1:
+
+- `status` was changed to `status_code` in the status distribution and error-rate queries
+- the `Request Duration p95` panel type was changed from `heatmap` to `timeseries`
+
+## 6. Dashboard Panels
+
+- `Status Code Distribution` (`piechart`): `sum by (status_code) (rate(http_requests_total[5m]))`
+- `Uptime` (`stat`): `up{job="app"}`
+- `Active Requests` (`timeseries`): `http_requests_in_progress`
+- `Error Rate` (`timeseries`): `sum(rate(http_requests_total{status_code=~"5.."}[5m]))`
+- `Request Rate` (`timeseries`): `sum(rate(http_requests_total[5m])) by (endpoint)`
+- `Request Duration p95` (`timeseries`): `histogram_quantile(0.95, rate(http_request_duration_seconds_bucket[5m]))`
+- `Request Duration Heatmap` (`heatmap`): `rate(http_request_duration_seconds_bucket[5m])`
+
+## 7. Task 3 Commands Used
+
+```bash
+PS1="$ "
+cd monitoring
+curl -fSsG --data-urlencode 'query=http_requests_total' http://127.0.0.1:9090/api/v1/query \
+  | jq '{status, data: {resultType: .data.resultType, resultCount: (.data.result | length), result: .data.result[0:4]}}' \
+  | tee /tmp/lab08_task3_requests_total.json
+curl -fSsG --data-urlencode 'query=http_requests_total{method="GET"}' http://127.0.0.1:9090/api/v1/query \
+  | jq '{status, data: {resultType: .data.resultType, resultCount: (.data.result | length), result: .data.result[0:4]}}' \
+  | tee /tmp/lab08_task3_requests_get.json
+curl -fSsG --data-urlencode 'query=devops_info_endpoint_calls_total' http://127.0.0.1:9090/api/v1/query \
+  | jq '{status, data: {resultType: .data.resultType, resultCount: (.data.result | length), result: .data.result[0:4]}}' \
+  | tee /tmp/lab08_task3_endpoint_calls.json
+jq '{title, panels: [.panels[] | {title, type, expr: .targets[0].expr}]}' monitoring/docs/dashbboard.json \
+  | tee /tmp/lab08_task3_dashboard_summary.json
+```
+
+## 8. Task 3 Evidence
+
+Exported dashboard JSON:
+
+- `monitoring/docs/dashbboard.json`
+
+Custom dashboard screenshot:
+
+![](img/lab08_task3_custom_dashboard.png)
+
+<details>
+<summary><code>dashboard export summary</code> output</summary>
+
+```json
+$ jq '{title, panels: [.panels[] | {title, type, expr: .targets[0].expr}]}' monitoring/docs/dashbboard.json | tee /tmp/lab08_task3_dashboard_summary.json
+{
+  "title": "Custom",
+  "panels": [
+    {
+      "title": "Status Code Distribution",
+      "type": "piechart",
+      "expr": "sum by (status_code) (rate(http_requests_total[5m]))"
+    },
+    {
+      "title": "Uptime",
+      "type": "stat",
+      "expr": "up{job=\"app\"}"
+    },
+    {
+      "title": "Active Requests",
+      "type": "timeseries",
+      "expr": "http_requests_in_progress"
+    },
+    {
+      "title": "Error Rate",
+      "type": "timeseries",
+      "expr": "sum(rate(http_requests_total{status_code=~\"5..\"}[5m]))"
+    },
+    {
+      "title": "Request Rate",
+      "type": "timeseries",
+      "expr": "sum(rate(http_requests_total[5m])) by (endpoint)"
+    },
+    {
+      "title": "Request Duration p95",
+      "type": "timeseries",
+      "expr": "histogram_quantile(0.95, rate(http_request_duration_seconds_bucket[5m]))"
+    },
+    {
+      "title": "Request Duration Heatmap",
+      "type": "heatmap",
+      "expr": "rate(http_request_duration_seconds_bucket[5m])"
+    }
+  ]
+}
+```
+
+</details>
+
+## 9. Task 3 Notes
+
+- The exported filename is kept as `dashbboard.json` because that is the currently staged artifact.
+- The error-rate query currently returns no samples for the present scrape window, which is expected while the app is healthy and no `5xx` responses are being generated.
diff --git a/monitoring/docs/img/lab08_task3_custom_dashboard.png b/monitoring/docs/img/lab08_task3_custom_dashboard.png
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diff --git a/monitoring/grafana/dashbboard.json b/monitoring/grafana/dashbboard.json
new file mode 100644
index 0000000000..8300187931
--- /dev/null
+++ b/monitoring/grafana/dashbboard.json
@@ -0,0 +1,620 @@
+{
+  "annotations": {
+    "list": [
+      {
+        "builtIn": 1,
+        "datasource": {
+          "type": "grafana",
+          "uid": "-- Grafana --"
+        },
+        "enable": true,
+        "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
+        "name": "Annotations & Alerts",
+        "type": "dashboard"
+      }
+    ]
+  },
+  "editable": true,
+  "fiscalYearStartMonth": 0,
+  "graphTooltip": 0,
+  "id": 0,
+  "links": [],
+  "panels": [
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "afgj96bua3bpce"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            }
+          },
+          "mappings": []
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 6,
+        "x": 0,
+        "y": 0
+      },
+      "id": 6,
+      "options": {
+        "legend": {
+          "displayMode": "list",
+          "placement": "bottom",
+          "showLegend": true
+        },
+        "pieType": "pie",
+        "reduceOptions": {
+          "calcs": ["lastNotNull"],
+          "fields": "",
+          "values": false
+        },
+        "sort": "desc",
+        "tooltip": {
+          "hideZeros": false,
+          "mode": "single",
+          "sort": "none"
+        }
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "afgj96bua3bpce"
+          },
+          "editorMode": "code",
+          "expr": "sum by (status_code) (rate(http_requests_total[5m]))",
+          "legendFormat": "__auto",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Status Code Distribution",
+      "type": "piechart"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "afgj96bua3bpce"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": 0
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 6,
+        "x": 6,
+        "y": 0
+      },
+      "id": 7,
+      "options": {
+        "colorMode": "value",
+        "graphMode": "area",
+        "justifyMode": "auto",
+        "orientation": "auto",
+        "percentChangeColorMode": "standard",
+        "reduceOptions": {
+          "calcs": ["lastNotNull"],
+          "fields": "",
+          "values": false
+        },
+        "showPercentChange": false,
+        "textMode": "auto",
+        "wideLayout": true
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "afgj96bua3bpce"
+          },
+          "editorMode": "code",
+          "expr": "up{job=\"app\"}",
+          "legendFormat": "__auto",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Uptime",
+      "type": "stat"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "afgj96bua3bpce"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisBorderShow": false,
+            "axisCenteredZero": false,
+            "axisColorMode": "text",
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "barWidthFactor": 0.6,
+            "drawStyle": "line",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "insertNulls": false,
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "showValues": false,
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": 0
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 12,
+        "y": 0
+      },
+      "id": 5,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom",
+          "showLegend": true
+        },
+        "tooltip": {
+          "hideZeros": false,
+          "mode": "single",
+          "sort": "none"
+        }
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "afgj96bua3bpce"
+          },
+          "editorMode": "code",
+          "expr": "http_requests_in_progress",
+          "legendFormat": "__auto",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Active Requests",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "afgj96bua3bpce"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisBorderShow": false,
+            "axisCenteredZero": false,
+            "axisColorMode": "text",
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "barWidthFactor": 0.6,
+            "drawStyle": "line",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "insertNulls": false,
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "showValues": false,
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": 0
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 0,
+        "y": 8
+      },
+      "id": 2,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom",
+          "showLegend": true
+        },
+        "tooltip": {
+          "hideZeros": false,
+          "mode": "single",
+          "sort": "none"
+        }
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "afgj96bua3bpce"
+          },
+          "editorMode": "code",
+          "expr": "sum(rate(http_requests_total{status_code=~\"5..\"}[5m]))",
+          "legendFormat": "__auto",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Error Rate",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "afgj96bua3bpce"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisBorderShow": false,
+            "axisCenteredZero": false,
+            "axisColorMode": "text",
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "barWidthFactor": 0.6,
+            "drawStyle": "line",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "insertNulls": false,
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "showValues": false,
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": 0
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 12,
+        "y": 8
+      },
+      "id": 1,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom",
+          "showLegend": true
+        },
+        "tooltip": {
+          "hideZeros": false,
+          "mode": "single",
+          "sort": "none"
+        }
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "afgj96bua3bpce"
+          },
+          "editorMode": "code",
+          "expr": "sum(rate(http_requests_total[5m])) by (endpoint)",
+          "legendFormat": "__auto",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Request Rate",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "afgj96bua3bpce"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "custom": {
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "scaleDistribution": {
+              "type": "linear"
+            }
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 9,
+        "w": 12,
+        "x": 0,
+        "y": 16
+      },
+      "id": 3,
+      "options": {
+        "calculate": false,
+        "cellGap": 1,
+        "color": {
+          "exponent": 0.5,
+          "fill": "dark-orange",
+          "mode": "scheme",
+          "reverse": false,
+          "scale": "exponential",
+          "scheme": "Oranges",
+          "steps": 64
+        },
+        "exemplars": {
+          "color": "rgba(255,0,255,0.7)"
+        },
+        "filterValues": {
+          "le": 1e-9
+        },
+        "legend": {
+          "show": true
+        },
+        "rowsFrame": {
+          "layout": "auto"
+        },
+        "tooltip": {
+          "mode": "single",
+          "showColorScale": false,
+          "yHistogram": false
+        },
+        "yAxis": {
+          "axisPlacement": "left",
+          "reverse": false
+        }
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "afgj96bua3bpce"
+          },
+          "editorMode": "code",
+          "expr": "histogram_quantile(0.95, rate(http_request_duration_seconds_bucket[5m]))",
+          "legendFormat": "__auto",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Request Duration p95",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "afgj96bua3bpce"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "custom": {
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "scaleDistribution": {
+              "type": "linear"
+            }
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 12,
+        "y": 16
+      },
+      "id": 4,
+      "options": {
+        "calculate": false,
+        "cellGap": 1,
+        "color": {
+          "exponent": 0.5,
+          "fill": "dark-orange",
+          "mode": "scheme",
+          "reverse": false,
+          "scale": "exponential",
+          "scheme": "Oranges",
+          "steps": 64
+        },
+        "exemplars": {
+          "color": "rgba(255,0,255,0.7)"
+        },
+        "filterValues": {
+          "le": 1e-9
+        },
+        "legend": {
+          "show": true
+        },
+        "rowsFrame": {
+          "layout": "auto"
+        },
+        "tooltip": {
+          "mode": "single",
+          "showColorScale": false,
+          "yHistogram": false
+        },
+        "yAxis": {
+          "axisPlacement": "left",
+          "reverse": false
+        }
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "afgj96bua3bpce"
+          },
+          "editorMode": "code",
+          "expr": "rate(http_request_duration_seconds_bucket[5m])",
+          "legendFormat": "__auto",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Request Duration Heatmap",
+      "type": "heatmap"
+    }
+  ],
+  "preload": false,
+  "schemaVersion": 42,
+  "tags": [],
+  "templating": {
+    "list": []
+  },
+  "time": {
+    "from": "now-1h",
+    "to": "now"
+  },
+  "timepicker": {},
+  "timezone": "browser",
+  "title": "Custom",
+  "uid": "adksq66",
+  "version": 10
+}

From b9c3bfb6916bafca8a8881572316ced5b3c3ffcd Mon Sep 17 00:00:00 2001
From: LocalT0aster <90502400+LocalT0aster@users.noreply.github.com>
Date: Fri, 20 Mar 2026 03:57:52 +0300
Subject: [PATCH 5/5] =?UTF-8?q?=F0=9F=98=B4?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 monitoring/docker-compose.yml |  23 +-
 monitoring/docs/LAB08.md      | 481 +++++++++++++++++++++++++++++-----
 2 files changed, 433 insertions(+), 71 deletions(-)

diff --git a/monitoring/docker-compose.yml b/monitoring/docker-compose.yml
index 60d0eaa366..8b155f0c50 100644
--- a/monitoring/docker-compose.yml
+++ b/monitoring/docker-compose.yml
@@ -43,6 +43,17 @@ services:
       - promtail-data:/run/promtail
       - /var/run/docker.sock:/var/run/docker.sock:ro
       - /var/lib/docker/containers:/var/lib/docker/containers:ro
+    healthcheck:
+      test:
+        - CMD-SHELL
+        - >-
+          bash -lc 'exec 3<>/dev/tcp/127.0.0.1/9080
+          && printf "GET /ready HTTP/1.0\r\nHost: 127.0.0.1\r\n\r\n" >&3
+          && grep -q "200 OK" <&3'
+      interval: 10s
+      timeout: 5s
+      retries: 5
+      start_period: 10s
     deploy:
       resources:
         limits:
@@ -81,7 +92,7 @@ services:
     deploy:
       resources:
         limits:
-          cpus: "1.0"
+          cpus: "0.5"
           memory: 512M
         reservations:
           cpus: "0.25"
@@ -94,11 +105,21 @@ services:
     image: prom/prometheus:v3.9.0
     command:
       - --config.file=/etc/prometheus/prometheus.yml
+      - --storage.tsdb.retention.time=15d
+      - --storage.tsdb.retention.size=10GB
     ports:
       - "9090:9090"
     volumes:
       - ./prometheus/prometheus.yml:/etc/prometheus/prometheus.yml:ro
       - prometheus-data:/prometheus
+    healthcheck:
+      test:
+        - CMD-SHELL
+        - wget --no-verbose --tries=1 --spider http://127.0.0.1:9090/-/healthy || exit 1
+      interval: 10s
+      timeout: 5s
+      retries: 5
+      start_period: 10s
     deploy:
       resources:
         limits:
diff --git a/monitoring/docs/LAB08.md b/monitoring/docs/LAB08.md
index 28ac983d68..053664e40b 100644
--- a/monitoring/docs/LAB08.md
+++ b/monitoring/docs/LAB08.md
@@ -1,18 +1,95 @@
-# LAB08 - Metrics and Monitoring (Tasks 2-3)
+# LAB08 - Metrics and Monitoring
 
-## 1. Overview
+## Task 1 — Application Instrumentation
 
-Prometheus was added to the existing Lab 7 monitoring stack in [docker-compose.yml](/home/t0ast/Repos/DevOps-Core-S26/monitoring/docker-compose.yml) and configured in [prometheus/prometheus.yml](/home/t0ast/Repos/DevOps-Core-S26/monitoring/prometheus/prometheus.yml).
+### Metrics Added
 
-Key decisions:
+The Python service was instrumented with Prometheus metrics in `app_python/src/metrics.py` and `app_python/src/router.py`.
 
-- `prom/prometheus:v3.9.0` is exposed on `localhost:9090`
-- metrics are stored in the `prometheus-data` named volume
-- Prometheus scrapes every `15s`
-- the Python app image was updated to `localt0aster/devops-app-py:1.8.806c77e` so the stack uses the branch build that already contains the Lab 8 `/metrics` endpoint
-- scrape jobs cover `prometheus`, `app-python`, `loki`, and `grafana`
+- `http_requests_total`
+  - Counter for total HTTP requests
+  - Labels: `method`, `endpoint`, `status_code`
+- `http_request_duration_seconds`
+  - Histogram for request latency
+  - Labels: `method`, `endpoint`, `status_code`
+- `http_requests_in_progress`
+  - Gauge for active in-flight requests
+  - Labels: `method`, `endpoint`
+- `devops_info_endpoint_calls_total`
+  - Counter for endpoint usage inside the app
+  - Labels: `endpoint`
+- `devops_info_system_info_duration_seconds`
+  - Histogram for the platform-info collection path
+  - No labels
 
-## 2. Commands Used
+### Why These Metrics
+
+The metric set follows the RED method for a request-driven service.
+
+- Rate: `http_requests_total`
+- Errors: `http_requests_total{status_code=~"5.."}`
+- Duration: `http_request_duration_seconds`
+
+Two extra business-level metrics were added so the dashboard shows something specific to this service rather than only generic HTTP traffic.
+
+### Labeling Choices
+
+- Matched routes use normalized endpoint labels such as `/`, `/health`, and `/metrics`
+- Unknown routes are grouped as `endpoint="unmatched"` to keep cardinality low
+- The implementation uses `status_code`, not `status`
+
+That last point matters because some of the lab examples use `status`, but this service exports `status_code`.
+
+### Metrics vs Logs
+
+Metrics and logs solve different problems.
+
+- Metrics answer trend questions quickly: request rate, latency, error rate, uptime
+- Logs answer forensic questions: which request failed, what stack trace occurred, what client sent the request
+- Lab 7 kept Loki + Promtail for logs
+- Lab 8 adds Prometheus for numeric time-series monitoring
+
+In practice:
+
+- Use metrics for dashboards, SLO-style views, and alert conditions
+- Use logs for debugging after a metric tells you something is wrong
+
+## Task 2 — Prometheus Setup
+
+### Architecture
+
+```mermaid
+flowchart TD
+    A[app-python:8000<br>/metrics]
+    P[prometheus:9090<br>TSDB + retention]
+    G[grafana:3000<br>dashboards + panels]
+    PT[promtail]
+    L[loki]
+
+    A -- scrape every 15s --> P
+    P -- query / visualize --> G
+
+    A -- stdout logs --> PT
+    PT --> L
+    L --> G
+```
+
+### Prometheus Configuration
+
+Prometheus was added to the existing monitoring stack in `monitoring/docker-compose.yml` and configured with `monitoring/prometheus/prometheus.yml`.
+
+Current scrape targets:
+
+- `prometheus` -> `localhost:9090`
+- `app` -> `app-python:8000/metrics`
+- `loki` -> `loki:3100/metrics`
+- `grafana` -> `grafana:3000/metrics`
+
+Current scrape/evaluation interval:
+
+- `15s`
+
+### Task 2 Commands Used
 
 ```bash
 PS1="$ "
@@ -21,41 +98,27 @@ docker compose up -d
 docker compose ps | tee /tmp/lab08_task2_compose_ps.txt
 curl -fSs http://127.0.0.1:9090/api/v1/targets \
   | jq '{status, data: {activeTargets: [.data.activeTargets[] | {labels, scrapeUrl, lastError, health}]}}' \
-  | tee /tmp/lab08_task2_targets.json
+  | tee /tmp/lab08_task2_targets_final.json
 curl -fSsG --data-urlencode 'query=up' http://127.0.0.1:9090/api/v1/query \
   | jq '{status, data: {resultType: .data.resultType, result: .data.result}}' \
-  | tee /tmp/lab08_task2_up.json
+  | tee /tmp/lab08_task2_up_final.json
 ```
 
-## 3. Evidence
+### Task 2 Evidence
 
-Screenshots captured:
+Prometheus target screenshot:
 
 ![](img/lab08_task2_targets.png)
-![](img/lab08_task2_up_query.png)
 
-<details>
-<summary><code>docker compose ps</code> output</summary>
+PromQL `up` screenshot:
 
-```text
-$ docker compose ps | tee /tmp/lab08_task2_compose_ps.txt
-NAME                              IMAGE                                    COMMAND                  SERVICE              CREATED              STATUS                        PORTS
-monitoring-app-go-1               localt0aster/devops-app-go:1.7.9a42ee5   "/devops-info-servic…"   app-go               23 minutes ago   Up 23 minutes             0.0.0.0:8001->8001/tcp, [::]:8001->8001/tcp
-monitoring-app-go-healthcheck-1   curlimages/curl:8.18.0                   "/entrypoint.sh sh -…"   app-go-healthcheck   23 minutes ago   Up 23 minutes (healthy)
-monitoring-app-python-1           localt0aster/devops-app-py:1.8.806c77e   "sh -c 'gunicorn --c…"   app-python           23 minutes ago   Up 23 minutes (healthy)   0.0.0.0:8000->8000/tcp, [::]:8000->8000/tcp
-monitoring-grafana-1              grafana/grafana:12.3.1                   "/run.sh"                grafana              23 minutes ago   Up 23 minutes (healthy)   0.0.0.0:3000->3000/tcp, [::]:3000->3000/tcp
-monitoring-loki-1                 grafana/loki:3.0.0                       "/usr/bin/loki -conf…"   loki                 23 minutes ago   Up 23 minutes (healthy)   0.0.0.0:3100->3100/tcp, [::]:3100->3100/tcp
-monitoring-prometheus-1           prom/prometheus:v3.9.0                   "/bin/prometheus --c…"   prometheus           23 minutes ago   Up 23 minutes             0.0.0.0:9090->9090/tcp, [::]:9090->9090/tcp
-monitoring-promtail-1             grafana/promtail:3.0.0                   "/usr/bin/promtail -…"   promtail             23 minutes ago   Up 23 minutes             0.0.0.0:9080->9080/tcp, [::]:9080->9080/tcp
-```
-
-</details>
+![](img/lab08_task2_up_query.png)
 
 <details>
 <summary><code>/api/v1/targets</code> output</summary>
 
 ```json
-$ curl -fSs http://127.0.0.1:9090/api/v1/targets | jq '{status, data: {activeTargets: [.data.activeTargets[] | {labels, scrapeUrl, lastError, health}]}}' | tee /tmp/lab08_task2_targets.json
+$ curl -fSs http://127.0.0.1:9090/api/v1/targets | jq '{status, data: {activeTargets: [.data.activeTargets[] | {labels, scrapeUrl, lastError, health}]}}' | tee /tmp/lab08_task2_targets_final.json
 {
   "status": "success",
   "data": {
@@ -107,7 +170,7 @@ $ curl -fSs http://127.0.0.1:9090/api/v1/targets | jq '{status, data: {activeTar
 <summary><code>query=up</code> output</summary>
 
 ```json
-$ curl -fSsG --data-urlencode 'query=up' http://127.0.0.1:9090/api/v1/query | jq '{status, data: {resultType: .data.resultType, result: .data.result}}' | tee /tmp/lab08_task2_up.json
+$ curl -fSsG --data-urlencode 'query=up' http://127.0.0.1:9090/api/v1/query | jq '{status, data: {resultType: .data.resultType, result: .data.result}}' | tee /tmp/lab08_task2_up_final.json
 {
   "status": "success",
   "data": {
@@ -120,7 +183,7 @@ $ curl -fSsG --data-urlencode 'query=up' http://127.0.0.1:9090/api/v1/query | jq
           "job": "grafana"
         },
         "value": [
-          1773963907.906,
+          1773967701.736,
           "1"
         ]
       },
@@ -131,7 +194,7 @@ $ curl -fSsG --data-urlencode 'query=up' http://127.0.0.1:9090/api/v1/query | jq
           "job": "prometheus"
         },
         "value": [
-          1773963907.906,
+          1773967701.736,
           "1"
         ]
       },
@@ -142,7 +205,7 @@ $ curl -fSsG --data-urlencode 'query=up' http://127.0.0.1:9090/api/v1/query | jq
           "job": "app"
         },
         "value": [
-          1773963907.906,
+          1773967701.736,
           "1"
         ]
       },
@@ -153,7 +216,7 @@ $ curl -fSsG --data-urlencode 'query=up' http://127.0.0.1:9090/api/v1/query | jq
           "job": "loki"
         },
         "value": [
-          1773963907.906,
+          1773967701.736,
           "1"
         ]
       }
@@ -164,53 +227,72 @@ $ curl -fSsG --data-urlencode 'query=up' http://127.0.0.1:9090/api/v1/query | jq
 
 </details>
 
-## 4. Notes
+## Task 3 — Grafana Dashboards
+
+### Prometheus Data Source
+
+The Prometheus data source was added in Grafana with:
+
+- URL: `http://prometheus:9090`
+- access mode: proxy
+
+### Dashboard Walkthrough
 
-- Grafana reported `DOWN` on the very first Prometheus scrape because the container was still starting; it flipped to `UP` on the next 15-second scrape without any config change.
-- The stack is currently running locally, so `http://localhost:9090/targets` and `http://localhost:9090/graph?g0.expr=up` can be opened directly for manual inspection.
+The exported dashboard is stored in `monitoring/grafana/dashbboard.json`.
 
-## 5. Task 3 Overview
+Panels in the current dashboard:
 
-A custom Grafana dashboard was created and exported to `monitoring/docs/dashbboard.json`.
+- `Status Code Distribution`
+  - Type: `piechart`
+  - Query: `sum by (status_code) (rate(http_requests_total[5m]))`
+  - Purpose: show 2xx/4xx/5xx mix
+- `Uptime`
+  - Type: `stat`
+  - Query: `up{job="app"}`
+  - Purpose: show whether the app is scrapeable
+- `Active Requests`
+  - Type: `timeseries`
+  - Query: `http_requests_in_progress`
+  - Purpose: show in-flight request concurrency
+- `Error Rate`
+  - Type: `timeseries`
+  - Query: `sum(rate(http_requests_total{status_code=~"5.."}[5m]))`
+  - Purpose: highlight 5xx traffic
+- `Request Rate`
+  - Type: `timeseries`
+  - Query: `sum(rate(http_requests_total[5m])) by (endpoint)`
+  - Purpose: show throughput per endpoint
+- `Request Duration p95`
+  - Type: `timeseries`
+  - Query: `histogram_quantile(0.95, rate(http_request_duration_seconds_bucket[5m]))`
+  - Purpose: track latency percentile
+- `Request Duration Heatmap`
+  - Type: `heatmap`
+  - Query: `rate(http_request_duration_seconds_bucket[5m])`
+  - Purpose: visualize latency distribution
 
-During documentation review, the exported dashboard JSON was corrected in two places so it matches the actual app metrics from Task 1:
+### Task 3 Notes
 
-- `status` was changed to `status_code` in the status distribution and error-rate queries
-- the `Request Duration p95` panel type was changed from `heatmap` to `timeseries`
+Two corrections were made to the exported JSON during the final review:
 
-## 6. Dashboard Panels
+- `status` was replaced with `status_code`
+- `Request Duration p95` was corrected from `heatmap` to `timeseries`
 
-- `Status Code Distribution` (`piechart`): `sum by (status_code) (rate(http_requests_total[5m]))`
-- `Uptime` (`stat`): `up{job="app"}`
-- `Active Requests` (`timeseries`): `http_requests_in_progress`
-- `Error Rate` (`timeseries`): `sum(rate(http_requests_total{status_code=~"5.."}[5m]))`
-- `Request Rate` (`timeseries`): `sum(rate(http_requests_total[5m])) by (endpoint)`
-- `Request Duration p95` (`timeseries`): `histogram_quantile(0.95, rate(http_request_duration_seconds_bucket[5m]))`
-- `Request Duration Heatmap` (`heatmap`): `rate(http_request_duration_seconds_bucket[5m])`
+These changes align the dashboard with the actual metric schema emitted by the Python app.
 
-## 7. Task 3 Commands Used
+### Task 3 Commands Used
 
 ```bash
 PS1="$ "
 cd monitoring
+jq '{uid, title, panels: [.panels[] | {title, type, expr: .targets[0].expr}]}' monitoring/grafana/dashbboard.json \
+  | tee /tmp/lab08_task3_dashboard_summary.json
 curl -fSsG --data-urlencode 'query=http_requests_total' http://127.0.0.1:9090/api/v1/query \
   | jq '{status, data: {resultType: .data.resultType, resultCount: (.data.result | length), result: .data.result[0:4]}}' \
   | tee /tmp/lab08_task3_requests_total.json
-curl -fSsG --data-urlencode 'query=http_requests_total{method="GET"}' http://127.0.0.1:9090/api/v1/query \
-  | jq '{status, data: {resultType: .data.resultType, resultCount: (.data.result | length), result: .data.result[0:4]}}' \
-  | tee /tmp/lab08_task3_requests_get.json
-curl -fSsG --data-urlencode 'query=devops_info_endpoint_calls_total' http://127.0.0.1:9090/api/v1/query \
-  | jq '{status, data: {resultType: .data.resultType, resultCount: (.data.result | length), result: .data.result[0:4]}}' \
-  | tee /tmp/lab08_task3_endpoint_calls.json
-jq '{title, panels: [.panels[] | {title, type, expr: .targets[0].expr}]}' monitoring/docs/dashbboard.json \
-  | tee /tmp/lab08_task3_dashboard_summary.json
 ```
 
-## 8. Task 3 Evidence
-
-Exported dashboard JSON:
-
-- `monitoring/docs/dashbboard.json`
+### Task 3 Evidence
 
 Custom dashboard screenshot:
 
@@ -220,8 +302,9 @@ Custom dashboard screenshot:
 <summary><code>dashboard export summary</code> output</summary>
 
 ```json
-$ jq '{title, panels: [.panels[] | {title, type, expr: .targets[0].expr}]}' monitoring/docs/dashbboard.json | tee /tmp/lab08_task3_dashboard_summary.json
+$ jq '{uid, title, panels: [.panels[] | {title, type, expr: .targets[0].expr}]}' monitoring/grafana/dashbboard.json | tee /tmp/lab08_task3_dashboard_summary.json
 {
+  "uid": "adksq66",
   "title": "Custom",
   "panels": [
     {
@@ -265,7 +348,265 @@ $ jq '{title, panels: [.panels[] | {title, type, expr: .targets[0].expr}]}' moni
 
 </details>
 
-## 9. Task 3 Notes
+<details>
+<summary><code>http_requests_total</code> query output</summary>
+
+```json
+$ curl -fSsG --data-urlencode 'query=http_requests_total' http://127.0.0.1:9090/api/v1/query | jq '{status, data: {resultType: .data.resultType, resultCount: (.data.result | length), result: .data.result[0:4]}}' | tee /tmp/lab08_task3_requests_total.json
+{
+  "status": "success",
+  "data": {
+    "resultType": "vector",
+    "resultCount": 4,
+    "result": [
+      {
+        "metric": {
+          "__name__": "http_requests_total",
+          "endpoint": "/health",
+          "instance": "app-python:8000",
+          "job": "app",
+          "method": "GET",
+          "status_code": "200"
+        },
+        "value": [
+          1773967701.768,
+          "9"
+        ]
+      },
+      {
+        "metric": {
+          "__name__": "http_requests_total",
+          "endpoint": "/metrics",
+          "instance": "app-python:8000",
+          "job": "app",
+          "method": "GET",
+          "status_code": "200"
+        },
+        "value": [
+          1773967701.768,
+          "8"
+        ]
+      },
+      {
+        "metric": {
+          "__name__": "http_requests_total",
+          "endpoint": "/metrics",
+          "instance": "app-python:8000",
+          "job": "app",
+          "method": "HEAD",
+          "status_code": "200"
+        },
+        "value": [
+          1773967701.768,
+          "1"
+        ]
+      },
+      {
+        "metric": {
+          "__name__": "http_requests_total",
+          "endpoint": "/",
+          "instance": "app-python:8000",
+          "job": "app",
+          "method": "GET",
+          "status_code": "200"
+        },
+        "value": [
+          1773967701.768,
+          "5"
+        ]
+      }
+    ]
+  }
+}
+```
+
+</details>
+
+## Task 4 — Production Configuration
+
+### Health Checks
+
+The stack now includes production-style health checks for the services that can reasonably self-test.
+
+- `loki`
+  - endpoint: `http://127.0.0.1:3100/ready`
+- `grafana`
+  - endpoint: `http://127.0.0.1:3000/api/health`
+- `prometheus`
+  - endpoint: `http://127.0.0.1:9090/-/healthy`
+- `promtail`
+  - endpoint: `http://127.0.0.1:9080/ready`
+  - implemented with `bash` + `/dev/tcp` because this image does not include `wget` or `curl`
+- `app-python`
+  - endpoint: `http://127.0.0.1:8000/health`
+- `app-go`
+  - monitored by the existing `app-go-healthcheck` helper container
+  - reason: the Go image is built `FROM scratch`, so it cannot run an in-container shell-based HTTP probe
+
+### Resource Limits
+
+Configured limits in `monitoring/docker-compose.yml`:
+
+- Prometheus: `1.0` CPU, `1G` memory
+- Loki: `1.0` CPU, `1G` memory
+- Grafana: `0.5` CPU, `512M` memory
+- app-python: `0.5` CPU, `256M` memory
+- app-go: `0.5` CPU, `256M` memory
+- Promtail: `0.5` CPU, `256M` memory
+
+### Retention and Persistence
+
+Prometheus retention is enforced through container flags:
+
+- `--storage.tsdb.retention.time=15d`
+- `--storage.tsdb.retention.size=10GB`
+
+Persistent volumes in the stack:
+
+- `prometheus-data`
+- `loki-data`
+- `grafana-data`
+- `promtail-data`
+
+### Task 4 Commands Used
+
+```bash
+PS1="$ "
+cd monitoring
+set -a && source .env
+curl -fSs -u "$GRAFANA_ADMIN_USER:$GRAFANA_ADMIN_PASSWORD" 'http://127.0.0.1:3000/api/search?query=Custom' \
+  | jq '{count: length, dashboards: [.[] | {uid, title, url}]}' \
+  | tee /tmp/lab08_task4_grafana_before.json
+docker compose down
+docker compose up -d
+docker compose ps | tee /tmp/lab08_task4_compose_ps_final.txt
+curl -fSs -u "$GRAFANA_ADMIN_USER:$GRAFANA_ADMIN_PASSWORD" 'http://127.0.0.1:3000/api/search?query=Custom' \
+  | jq '{count: length, dashboards: [.[] | {uid, title, url}]}' \
+  | tee /tmp/lab08_task4_grafana_after.json
+docker inspect monitoring-prometheus-1 --format '{{json .Config.Healthcheck.Test}} {{json .Config.Cmd}}' \
+  | tee /tmp/lab08_task4_prometheus_inspect.txt
+```
+
+### Task 4 Evidence
+
+<details>
+<summary><code>docker compose ps</code> after restart</summary>
+
+```text
+$ docker compose ps | tee /tmp/lab08_task4_compose_ps_final.txt
+NAME                              IMAGE                                    COMMAND                  SERVICE              CREATED          STATUS                        PORTS
+monitoring-app-go-1               localt0aster/devops-app-go:1.7.9a42ee5   "/devops-info-servic…"   app-go               2 minutes ago    Up 2 minutes                  0.0.0.0:8001->8001/tcp, [::]:8001->8001/tcp
+monitoring-app-go-healthcheck-1   curlimages/curl:8.18.0                   "/entrypoint.sh sh -…"   app-go-healthcheck   2 minutes ago    Up 2 minutes (healthy)
+monitoring-app-python-1           localt0aster/devops-app-py:1.8.806c77e   "sh -c 'gunicorn --c…"   app-python           2 minutes ago    Up 2 minutes (healthy)        0.0.0.0:8000->8000/tcp, [::]:8000->8000/tcp
+monitoring-grafana-1              grafana/grafana:12.3.1                   "/run.sh"                grafana              2 minutes ago    Up About a minute (healthy)   0.0.0.0:3000->3000/tcp, [::]:3000->3000/tcp
+monitoring-loki-1                 grafana/loki:3.0.0                       "/usr/bin/loki -conf…"   loki                 2 minutes ago    Up 2 minutes (healthy)        0.0.0.0:3100->3100/tcp, [::]:3100->3100/tcp
+monitoring-prometheus-1           prom/prometheus:v3.9.0                   "/bin/prometheus --c…"   prometheus           2 minutes ago    Up 2 minutes (healthy)        0.0.0.0:9090->9090/tcp, [::]:9090->9090/tcp
+monitoring-promtail-1             grafana/promtail:3.0.0                   "/usr/bin/promtail -…"   promtail             23 seconds ago   Up 22 seconds (healthy)       0.0.0.0:9080->9080/tcp, [::]:9080->9080/tcp
+```
+
+</details>
+
+<details>
+<summary><code>Grafana dashboard inventory</code> before restart</summary>
+
+```json
+$ curl -fSs -u "$GRAFANA_ADMIN_USER:$GRAFANA_ADMIN_PASSWORD" 'http://127.0.0.1:3000/api/search?query=Custom' | jq '{count: length, dashboards: [.[] | {uid, title, url}]}' | tee /tmp/lab08_task4_grafana_before.json
+{
+  "count": 2,
+  "dashboards": [
+    {
+      "uid": "adksq66",
+      "title": "Custom",
+      "url": "/d/adksq66/custom"
+    },
+    {
+      "uid": "adksq661",
+      "title": "Custom2",
+      "url": "/d/adksq661/custom2"
+    }
+  ]
+}
+```
+
+</details>
+
+<details>
+<summary><code>Grafana dashboard inventory</code> after restart</summary>
+
+```json
+$ curl -fSs -u "$GRAFANA_ADMIN_USER:$GRAFANA_ADMIN_PASSWORD" 'http://127.0.0.1:3000/api/search?query=Custom' | jq '{count: length, dashboards: [.[] | {uid, title, url}]}' | tee /tmp/lab08_task4_grafana_after.json
+{
+  "count": 2,
+  "dashboards": [
+    {
+      "uid": "adksq66",
+      "title": "Custom",
+      "url": "/d/adksq66/custom"
+    },
+    {
+      "uid": "adksq661",
+      "title": "Custom2",
+      "url": "/d/adksq661/custom2"
+    }
+  ]
+}
+```
+
+</details>
+
+<details>
+<summary><code>Prometheus</code> healthcheck and retention flags</summary>
+
+```text
+$ docker inspect monitoring-prometheus-1 --format '{{json .Config.Healthcheck.Test}} {{json .Config.Cmd}}' | tee /tmp/lab08_task4_prometheus_inspect.txt
+["CMD-SHELL","wget --no-verbose --tries=1 --spider http://127.0.0.1:9090/-/healthy || exit 1"] ["--config.file=/etc/prometheus/prometheus.yml","--storage.tsdb.retention.time=15d","--storage.tsdb.retention.size=10GB"]
+```
+
+</details>
+
+### Persistence Result
+
+Dashboard persistence was confirmed because the same Grafana dashboard UIDs existed before and after `docker compose down` and `docker compose up -d`.
+
+## Task 5 — Final Documentation Pass
+
+### PromQL Examples
+
+The following queries match the actual exported label names:
+
+- `up{job="app"}`
+  - Is the Python app currently scrapeable?
+- `sum(rate(http_requests_total[5m])) by (endpoint)`
+  - Requests per second per endpoint
+- `sum(rate(http_requests_total{status_code=~"5.."}[5m]))`
+  - 5xx error rate
+- `sum by (status_code) (rate(http_requests_total[5m]))`
+  - Status-code distribution for the pie chart
+- `http_requests_in_progress`
+  - Current in-flight requests
+- `histogram_quantile(0.95, rate(http_request_duration_seconds_bucket[5m]))`
+  - p95 latency estimate
+- `devops_info_endpoint_calls_total`
+  - App-specific endpoint usage counter
+
+### Testing Results
+
+What was verified during this lab:
+
+- the Python app exposes `/metrics`
+- Prometheus scrapes the app, Loki, Grafana, and itself successfully
+- Grafana dashboard panels render live Prometheus data
+- Prometheus retention flags are applied to the running container
+- Grafana dashboards persist across `docker compose down` and `up -d`
+- Promtail, Loki, Grafana, Prometheus, and the Python app all report healthy status after the final restart
+
+### Challenges and Solutions
 
-- The exported filename is kept as `dashbboard.json` because that is the currently staged artifact.
-- The error-rate query currently returns no samples for the present scrape window, which is expected while the app is healthy and no `5xx` responses are being generated.
+- Challenge: the branch image tag mattered because the older published Python image did not contain the new `/metrics` endpoint
+  - Solution: use `localt0aster/devops-app-py:1.8.806c77e`
+- Challenge: the lab examples used `status`, while the implemented app uses `status_code`
+  - Solution: adapt the Grafana and PromQL queries to `status_code`
+- Challenge: the Promtail image does not include `wget` or `curl`
+  - Solution: use a `bash` + `/dev/tcp` healthcheck against `/ready`
+- Challenge: the Go service is built from `scratch`, so it cannot run a normal in-container HTTP healthcheck
+  - Solution: keep the dedicated `app-go-healthcheck` helper container