🛠️ Guide
10 min
Layer 4 Load Balancing Guide: TCP/UDP Load Balancing for DevOps/SRE
Executive Summary Layer 4 (Transport Layer) Load Balancing distributes traffic at the TCP/UDP level, before any application-level processing. Unlike Layer 7 (HTTP), L4 LBs don’t inspect request content—they simply route packets based on IP protocol data.
When to use L4:
Raw throughput requirements (millions of requests/sec) Non-HTTP protocols (gRPC, databases, MQTT, game servers) TLS passthrough (encrypted SNI unavailable) Extreme latency sensitivity When NOT to use L4:
HTTP/HTTPS (use Layer 7 instead) Request-based routing (path-based, host-based) Simple workloads with <1M req/sec Fundamentals L4 vs L7: Quick Comparison Aspect Layer 4 (TCP/UDP) Layer 7 (HTTP/HTTPS) What it sees IP/port/protocol HTTP headers, body, cookies Routing based on Destination IP, port, protocol Host, path, query string, cookies Throughput Very high (millions pps) Lower (thousands rps) Latency <1ms typical 5-50ms typical Protocols TCP, UDP, QUIC, SCTP HTTP/1.1, HTTP/2, HTTPS, WebSocket Encryption Can passthrough TLS Can terminate/re-encrypt Best for Databases, non-HTTP, TLS passthrough Web apps, microservices, APIs Core Concepts Listeners: Defined by (protocol, port). Example: TCP:443, UDP:5353
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October 16, 2025 · 10 min · DevOps Engineer
🛠️ Guide
22 min
Layer 7 Load Balancing Guide: Application-Level Routing for DevOps/SRE
Executive Summary Layer 7 (Application Layer) Load Balancing routes traffic based on HTTP/HTTPS semantics: hostnames, paths, headers, cookies, and body content. Unlike Layer 4, L7 LBs inspect and understand application protocols.
When to use L7:
HTTP/HTTPS workloads (99% of web apps) Host-based or path-based routing (SaaS multi-tenant) Advanced features: canary deployments, content-based routing API gateways with authentication/authorization WebSockets, gRPC, Server-Sent Events (SSE) When NOT to use L7:
Non-HTTP protocols (use L4) Ultra-low latency (<5ms) with extreme throughput (use L4) Binary protocols (databases, Kafka) Fundamentals L7 vs L4: What L7 Adds Feature L4 L7 Visibility IP/port/protocol Full HTTP request/response Routing based on Destination IP, port Host, path, headers, cookies, body Request modification None Rewrite, redirect, compress TLS Passthrough only Terminate + re-encrypt Session affinity IP hash (crude) Sticky cookies, affinity headers Compression No Gzip/Brotli inline WebSockets Requires passthrough Native support gRPC Via TLS passthrough Native with trailers, keep-alives Rate limiting App-level only LB-level per path/host Auth App-level only OIDC, JWT, basic @ edge Throughput Millions RPS Thousands-millions RPS Latency <1ms 1-10ms Core L7 Concepts Listeners: HTTP port 80, HTTPS port 443 (often combined as single listener with TLS upgrade)
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October 16, 2025 · 22 min · DevOps Engineer
🛠️ Guide
11 min
Terraform State Management: Remote Backends, Locking, and Workspaces
Introduction Terraform state is the source of truth for your infrastructure. Proper state management is critical for team collaboration, preventing conflicts, and maintaining infrastructure integrity. This guide covers remote backends, locking mechanisms, and workspace strategies.
Understanding Terraform State What is State? State is Terraform’s way of tracking which real-world resources correspond to your configuration. It’s stored in terraform.tfstate file.
State file contains:
Resource mappings Metadata Resource dependencies Attribute values Why State Matters Without proper state management:
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October 15, 2025 · 11 min · DevOps Engineer