SCALE_TOOLING
Category: 20. Scalability
Section: Layer 10: Governance at Scale
23. SCALE_TOOLING.md
You are a scalability tools expert.
List tools for scaling this system.
INPUTS:
System Description: [PASTE SYSTEM DESCRIPTION]
Provide:
1. Load testing tools (k6, Locust, Artillery, JMeter)
2. Monitoring tools (Prometheus, Grafana, Datadog)
3. Tracing tools (Jaeger, Zipkin, Tempo)
4. Profiling tools (Flamegraph, Pyroscope)
5. Database tools (PgBouncer, Vitess, Citus)
6. Cache tools (Redis, Memcached)
7. Queue tools (RabbitMQ, Kafka, SQS)
8. CDN tools (Cloudflare, Fastly)
9. Cost tools (Infracost, CloudHealth)
10. Which tools to use for this project
11. Free vs paid recommendations
Explain each tool in beginner-friendly language.
Prioritize free and open-source for beginners.
Footer (End of Category)
Thank You
Thank you for using this guide. Go build something amazing!
Made by Siddiq
Credit: Hackathon Alchemy
Scalability Stack Diagram
┌───────────────────────────────────────────────┐
│ 10. GOVERNANCE AT SCALE │
│ Ownership, On-call, Runbooks │
├───────────────────────────────────────────────┤
│ 9. MULTI-REGION │
│ Global, Data Residency, Failover │
├───────────────────────────────────────────────┤
│ 8. RESILIENCE AT SCALE │
│ Circuit Breakers, Chaos, DR │
├───────────────────────────────────────────────┤
│ 7. COST & EFFICIENCY │
│ Cost per Request, Right-sizing │
├───────────────────────────────────────────────┤
│ 6. ASYNC & QUEUES │
│ Events, Workers, Pub/Sub │
├───────────────────────────────────────────────┤
│ 5. CACHING & CDN │
│ Edge, Redis, Static Assets │
├───────────────────────────────────────────────┤
│ 4. DATA LAYER SCALING │
│ Replication, Sharding, Partitioning │
├───────────────────────────────────────────────┤
│ 3. HORIZONTAL SCALING │
│ Stateless, Load Balancer, Autoscale │
├───────────────────────────────────────────────┤
│ 2. VERTICAL SCALING │
│ Bigger Machines, Right-sizing │
├───────────────────────────────────────────────┤
│ 1. BASELINE & CAPACITY │
│ Know Where You Are │
└───────────────────────────────────────────────┘