AWS CloudWatch Metrics and Alarms: Practical Observability
Build a meaningful CloudWatch setup with custom metrics, composite alarms, and dashboards that catch real incidents without paging on noise.
·4 min read · #aws#cloudwatch#metrics
#observability
10 posts · page 1 of 1
DevOps Monitoring with Prometheus and Grafana
A practical tour of monitoring services with Prometheus for metrics collection and Grafana for dashboards, alerts, and SLO tracking.
·4 min read · #devops#prometheus#grafana
DevOps Observability Stack Overview
A tour of the modern observability stack: metrics, logs, traces, and events. Learn how the pillars fit together and how to choose tooling without drowning in dashboards.
·4 min read · #devops#observability#metrics
DevOps SLO, SLI, and Error Budgets Explained
Service Level Indicators, Objectives, and error budgets demystified: how to pick the right metric, set a target, and use the budget as a decision tool.
·4 min read · #devops#sre#slo
Go pprof Profiling Tutorial
Profile Go programs with pprof: enable the HTTP endpoint, capture CPU and heap profiles, read flame graphs, and find the hot spot that is actually costing you latency.
·4 min read · #go#pprof#performance
Linux Logging with journalctl: Filters, Fields, and Forwarding
Master systemd's journal: query logs with structured filters, tail in real time, persist across reboots, and forward to a central collector.
·4 min read · #linux#systemd#journalctl
LLM Cost Tracking in Production
A practical guide to attributing, monitoring, and controlling LLM spend per user, per feature, and per request without slowing down delivery.
·4 min read · #llm#cost#observability
Node.js Pino Logging Tutorial
Set up structured, high-performance logging in Node.js with Pino, including child loggers, redaction, and pretty-printing for development.
·4 min read · #node#pino#logging
Python Logging Best Practices
How to set up Python logging properly: loggers vs handlers, structured logs, contextual fields, log levels that scale, and how to avoid the classic print-debug trap.
·4 min read · #python#logging#observability
RAG Tracing with LangSmith Tutorial
Use LangSmith to trace, debug, and evaluate RAG pipelines step by step, from instrumentation to dataset replay and regression detection.
·4 min read · #rag#langsmith#tracing