name: loki-config-generator description: Comprehensive toolkit for generating best practice Grafana Loki server configurations following current standards and conventions. Use this skill when creating new Loki deployments, configuring Loki servers, implementing log aggregation systems, or building production-ready Loki configurations.

Loki Configuration Generator

Overview

Generate production-ready Grafana Loki server configurations with best practices. Supports monolithic, simple scalable, and microservices deployment modes with S3, GCS, Azure, or filesystem storage.

Current Stable: Loki 3.6.2 (November 2025) Important: Promtail deprecated in 3.4 - use Grafana Alloy instead. See

examples/grafana-alloy.yaml

for log collection configuration.

When to Use

Invoke when: deploying Loki, creating configs from scratch, migrating to Loki, implementing multi-tenant logging, configuring storage backends, or optimizing existing deployments.

Generation Methods

Method 1: Script Generation (Recommended)

Use

scripts/generate_config.py

# Simple Scalable with S3 (production)
python scripts/generate_config.py \
  --mode simple-scalable \
  --storage s3 \
  --bucket my-loki-bucket \
  --region us-east-1 \
  --retention-days 30 \
  --otlp-enabled \
  --output loki-config.yaml

# Monolithic with filesystem (development)
python scripts/generate_config.py \
  --mode monolithic \
  --storage filesystem \
  --auth-enabled=false \
  --output loki-dev.yaml

# Production with Thanos storage (Loki 3.4+)
python scripts/generate_config.py \
  --mode simple-scalable \
  --storage s3 \
  --thanos-storage \
  --otlp-enabled \
  --time-sharding \
  --output loki-thanos.yaml

Script Options:

--mode

--storage

--otlp-enabled

--thanos-storage

--time-sharding

--ruler

--horizontal-compactor

Method 2: Manual Configuration

Follow the staged workflow below when script generation doesn't meet specific requirements or when learning the configuration structure.

Output Formats

For Kubernetes deployments, generate BOTH formats:

1. Native Loki config (

   loki-config.yaml

   ) - For ConfigMap or direct use
2. Helm values (

   values.yaml

   ) - For Helm chart deployments

See

examples/kubernetes-helm-values.yaml

Documentation Lookup

When to Use Context7/Web Search

REQUIRED - Use Context7 MCP for:

• Configuring features from Loki 3.4+ (Thanos storage, time sharding)
• Configuring features from Loki 3.6+ (horizontal compactor, enforced labels)
• Bloom filter configuration (complex, experimental)
• Custom OTLP attribute mappings beyond standard patterns
• Troubleshooting configuration errors

OPTIONAL - Skip documentation lookup for:

• Standard deployment modes (monolithic, simple-scalable)
• Basic storage configuration (S3, GCS, Azure, filesystem)
• Default limits and component settings
• Configurations covered in

  references/

  directory

Context7 MCP (preferred)

resolve-library-id: "grafana loki"
get-library-docs: /websites/grafana_loki, topic: [component]

Example topics:

storage_config

limits_config

otlp

compactor

ruler

bloom

Web Search Fallback

Use when Context7 unavailable:

"Grafana Loki 3.6 [component] configuration documentation site:grafana.com"

Configuration Workflow

Stage 1: Gather Requirements

Deployment Mode:

Storage Backend: S3, GCS, Azure Blob, Filesystem, MinIO

Key Questions: Expected log volume? Retention period? Multi-tenancy needed? High availability requirements? Kubernetes deployment?

Use AskUserQuestion if information is missing.

Stage 2: Schema Configuration (CRITICAL)

For all new deployments (Loki 2.9+), use TSDB with v13 schema:

schema_config:
  configs:
    - from: "2025-01-01"  # Use deployment date
      store: tsdb
      object_store: s3     # s3, gcs, azure, filesystem
      schema: v13
      index:
        prefix: loki_index_
        period: 24h

Key: Schema cannot change after deployment without migration.

Stage 3: Storage Configuration

S3:

common:
  storage:
    s3:
      s3: s3://us-east-1/loki-bucket
      s3forcepathstyle: false

GCS:

gcs: { bucket_name: loki-bucket }

azure: { container_name: loki-container, account_name: ${AZURE_ACCOUNT_NAME} }

filesystem: { chunks_directory: /loki/chunks, rules_directory: /loki/rules }

Stage 4: Component Configuration

Ingester:

ingester:
  chunk_encoding: snappy
  chunk_idle_period: 30m
  max_chunk_age: 2h
  chunk_target_size: 1572864  # 1.5MB
  lifecycler:
    ring:
      replication_factor: 3  # 3 for production

Querier:

querier:
  max_concurrent: 4
  query_timeout: 1m

Compactor:

compactor:
  working_directory: /loki/compactor
  compaction_interval: 10m
  retention_enabled: true
  retention_delete_delay: 2h

Stage 5: Limits Configuration

limits_config:
  ingestion_rate_mb: 10
  ingestion_burst_size_mb: 20
  max_streams_per_user: 10000
  max_entries_limit_per_query: 5000
  max_query_length: 721h
  retention_period: 30d
  allow_structured_metadata: true
  volume_enabled: true

Stage 6: Server & Auth

server:
  http_listen_port: 3100
  grpc_listen_port: 9096
  log_level: info

auth_enabled: true  # false for single-tenant

Stage 7: OTLP Ingestion (Loki 3.0+)

Native OpenTelemetry ingestion - use

otlphttp

lokiexporter

limits_config:
  allow_structured_metadata: true
  otlp_config:
    resource_attributes:
      attributes_config:
        - action: index_label  # Low-cardinality only!
          attributes: [service.name, service.namespace, deployment.environment]
        - action: structured_metadata  # High-cardinality
          attributes: [k8s.pod.name, service.instance.id]

Actions:

index_label

structured_metadata

drop

⚠️ NEVER use

k8s.pod.name

as index_label - use structured_metadata instead.

OTel Collector:

exporters:
  otlphttp:
    endpoint: http://loki:3100/otlp

Stage 8: Caching

chunk_store_config:
  chunk_cache_config:
    memcached_client:
      host: memcached-chunks
      timeout: 500ms

query_range:
  cache_results: true
  results_cache:
    cache:
      memcached_client:
        host: memcached-results

Stage 9: Advanced Features

Pattern Ingester (3.0+):

pattern_ingester:
  enabled: true

Bloom Filters (Experimental, 3.3+): Only for >75TB/month deployments. Works on structured metadata only. See examples/ for config.

Time Sharding (3.4+): For out-of-order ingestion:

limits_config:
  shard_streams:
    time_sharding_enabled: true

Thanos Storage (3.4+): New storage client, opt-in now, default later:

storage_config:
  use_thanos_objstore: true
  object_store:
    s3:
      bucket_name: my-bucket
      endpoint: s3.us-west-2.amazonaws.com

Stage 10: Ruler (Alerting)

ruler:
  storage:
    type: s3
    s3: { bucket_name: loki-ruler }
  alertmanager_url: http://alertmanager:9093
  enable_api: true
  enable_sharding: true

Stage 11: Loki 3.6 Features

• Horizontally Scalable Compactor:

  horizontal_scaling_mode: main|worker

• Policy-Based Enforced Labels:

  enforced_labels: [service.name]

• FluentBit v4:

  structured_metadata

  parameter support

Stage 12: Validate Configuration (REQUIRED)

Always validate before deployment:

# Syntax and parameter validation
loki -config.file=loki-config.yaml -verify-config

# Print resolved configuration (shows defaults)
loki -config.file=loki-config.yaml -print-config-stderr 2>&1 | head -100

# Dry-run with Docker (if Loki not installed locally)
docker run --rm -v $(pwd)/loki-config.yaml:/etc/loki/config.yaml \
  grafana/loki:3.6.2 -config.file=/etc/loki/config.yaml -verify-config

Validation Checklist:

• No syntax errors from

  -verify-config

• Schema uses

  tsdb

  and

  v13

• replication_factor: 3

  for production

• auth_enabled: true

  if multi-tenant
• Storage credentials/IAM configured
• Retention period matches requirements

Production Checklist

High Availability Requirements

Zone-Aware Replication (CRITICAL for production multi-AZ deployments):

When using

replication_factor: 3

ingester:
  lifecycler:
    ring:
      replication_factor: 3
      zone_awareness_enabled: true  # CRITICAL for multi-AZ

# Set zone via environment variable or config
# Each pod should set its zone based on node topology
common:
  instance_availability_zone: ${AVAILABILITY_ZONE}

Why: Without zone-awareness, all 3 replicas may land in the same AZ. If that AZ fails, you lose data.

Kubernetes Implementation:

# In Helm values or pod spec
env:
  - name: AVAILABILITY_ZONE
    valueFrom:
      fieldRef:
        fieldPath: metadata.labels['topology.kubernetes.io/zone']

TLS Configuration (Production Required)

Enable TLS for all inter-component and client communication:

server:
  http_tls_config:
    cert_file: /etc/loki/tls/tls.crt
    key_file: /etc/loki/tls/tls.key
    client_ca_file: /etc/loki/tls/ca.crt  # For mTLS
  grpc_tls_config:
    cert_file: /etc/loki/tls/tls.crt
    key_file: /etc/loki/tls/tls.key
    client_ca_file: /etc/loki/tls/ca.crt

See

examples/production-tls.yaml

Production Checklist Summary

replication_factor: 3

zone_awareness_enabled: true

auth_enabled: true

Monitoring Recommendations

Key Metrics to Monitor

Configure Prometheus to scrape Loki metrics and alert on these critical indicators:

# Prometheus scrape config
- job_name: 'loki'
  static_configs:
    - targets: ['loki:3100']

Critical Alerts

groups:
  - name: loki-critical
    rules:
      # Ingestion failures
      - alert: LokiIngestionFailures
        expr: sum(rate(loki_distributor_ingester_append_failures_total[5m])) > 0
        for: 5m
        labels:
          severity: critical
        annotations:
          summary: "Loki ingestion failures detected"

      # High stream cardinality (performance killer)
      - alert: LokiHighStreamCardinality
        expr: loki_ingester_memory_streams > 100000
        for: 10m
        labels:
          severity: warning
        annotations:
          summary: "High stream cardinality - review labels"

      # Compaction not running (retention broken)
      - alert: LokiCompactionStalled
        expr: time() - loki_compactor_last_successful_run_timestamp_seconds > 7200
        for: 5m
        labels:
          severity: critical
        annotations:
          summary: "Loki compaction stalled - retention not enforced"

      # Query latency
      - alert: LokiSlowQueries
        expr: histogram_quantile(0.99, sum(rate(loki_request_duration_seconds_bucket{route=~"loki_api_v1_query.*"}[5m])) by (le)) > 30
        for: 10m
        labels:
          severity: warning
        annotations:
          summary: "Loki query P99 latency > 30s"

      # Ingester memory pressure
      - alert: LokiIngesterMemoryHigh
        expr: container_memory_usage_bytes{container="ingester"} / container_spec_memory_limit_bytes{container="ingester"} > 0.8
        for: 10m
        labels:
          severity: warning
        annotations:
          summary: "Loki ingester memory usage > 80%"

Key Metrics Reference

loki_ingester_memory_streams

loki_distributor_ingester_append_failures_total

loki_request_duration_seconds

loki_ingester_chunks_flushed_total

loki_compactor_last_successful_run_timestamp_seconds

Grafana Dashboard

Import official Loki dashboards:

• Dashboard ID:

  13407

  - Loki Logs
• Dashboard ID:

  14055

  - Loki Operational

Log Collection with Grafana Alloy

Promtail is deprecated (support ends Feb 2026). Use Grafana Alloy for new deployments.

Basic Alloy Configuration

See

examples/grafana-alloy.yaml

// Kubernetes log discovery
discovery.kubernetes "pods" {
  role = "pod"
}

// Relabeling for Kubernetes metadata
discovery.relabel "pods" {
  targets = discovery.kubernetes.pods.targets

  rule {
    source_labels = ["__meta_kubernetes_namespace"]
    target_label  = "namespace"
  }
  rule {
    source_labels = ["__meta_kubernetes_pod_name"]
    target_label  = "pod"
  }
  rule {
    source_labels = ["__meta_kubernetes_pod_container_name"]
    target_label  = "container"
  }
}

// Log collection
loki.source.kubernetes "pods" {
  targets    = discovery.relabel.pods.output
  forward_to = [loki.write.default.receiver]
}

// Send to Loki
loki.write "default" {
  endpoint {
    url = "http://loki-gateway.loki.svc.cluster.local/loki/api/v1/push"

    // For multi-tenant
    tenant_id = "default"
  }
}

Migration from Promtail

# Convert Promtail config to Alloy
alloy convert --source-format=promtail --output=alloy-config.alloy promtail.yaml

Complete Examples

See

examples/

• monolithic-filesystem.yaml

  - Development/testing

• simple-scalable-s3.yaml

  - Production with S3

• microservices-s3.yaml

  - Large-scale distributed

• multi-tenant.yaml

  - Multi-tenant with per-tenant limits

• production-tls.yaml

  - TLS-enabled production config

• grafana-alloy.yaml

  - Log collection with Alloy

• kubernetes-helm-values.yaml

  - Helm chart values

Minimal Monolithic:

auth_enabled: false
server:
  http_listen_port: 3100

common:
  path_prefix: /loki
  storage:
    filesystem:
      chunks_directory: /loki/chunks
      rules_directory: /loki/rules
  replication_factor: 1
  ring:
    kvstore:
      store: inmemory

schema_config:
  configs:
    - from: 2025-01-01
      store: tsdb
      object_store: filesystem
      schema: v13
      index:
        prefix: loki_index_
        period: 24h

limits_config:
  retention_period: 30d
  allow_structured_metadata: true

compactor:
  working_directory: /loki/compactor
  retention_enabled: true

Helm Deployment

helm repo add grafana https://grafana.github.io/helm-charts
helm install loki grafana/loki -f values.yaml

Generate both native config and Helm values for Kubernetes deployments.

# values.yaml
deploymentMode: SimpleScalable

loki:
  schemaConfig:
    configs:
      - from: "2025-01-01"
        store: tsdb
        object_store: s3
        schema: v13
        index:
          prefix: loki_index_
          period: 24h
  limits_config:
    retention_period: 30d
    allow_structured_metadata: true
  # Zone awareness for HA
  ingester:
    lifecycler:
      ring:
        zone_awareness_enabled: true

backend:
  replicas: 3
  # Spread across zones
  topologySpreadConstraints:
    - maxSkew: 1
      topologyKey: topology.kubernetes.io/zone
      whenUnsatisfiable: DoNotSchedule
read:
  replicas: 3
write:
  replicas: 3

Best Practices

Performance:

• chunk_encoding: snappy

  ,

  chunk_target_size: 1572864

• Enable caching (chunks, results)

• parallelise_shardable_queries: true

Security:

• auth_enabled: true

  with reverse proxy auth
• IAM roles for cloud storage (never hardcode keys)
• TLS for all communications (see Production Checklist)

Reliability:

• replication_factor: 3

  for production

• zone_awareness_enabled: true

  for multi-AZ (see Production Checklist)
• Persistent volumes for ingesters
• Monitor ingestion rate and query latency (see Monitoring section)

Limits: Set

ingestion_rate_mb

max_streams_per_user

Common Issues

max_streams_per_user

chunk_idle_period

max_concurrent

ingestion_rate_mb

zone_awareness_enabled: true

loki -verify-config

Deprecated (Migrate Away)

• boltdb-shipper

  →

  tsdb

• lokiexporter

  →

  otlphttp

• Promtail → Grafana Alloy (support ends Feb 2026)

Resources

scripts/generate_config.py - Generate configs programmatically (RECOMMENDED) examples/ - Complete configuration examples for all modes references/ - Full parameter reference and best practices

Related Skills

• logql-generator - LogQL query generation
• fluentbit-generator - Log collection to Loki