Blog

Engineering & insights

Best practices, tutorials, and product updates from the LogFlow team.

EngineeringAugust 30, 2026·9 min read

Python Logging Best Practices in 2026

Stop using print() for debugging. Here's how to set up production-ready logging in Python with the standard library and beyond.

Read article
EngineeringAugust 28, 2026·11 min read

What Is Centralized Logging? A Complete Guide

Centralized logging collects logs from every server, container, and service into one searchable place. Here's everything you need to know.

Read article
EngineeringAugust 25, 2026·10 min read

7 ELK Stack Alternatives for Log Management in 2026

Elasticsearch, Logstash, and Kibana are powerful but expensive to operate. Here are 7 alternatives that don't need a platform team.

Read article
EngineeringAugust 22, 2026·8 min read

Docker Compose Logging: Collect Logs from Multi-Container Apps

Docker Compose makes it easy to run multi-container apps. Here's how to make their logs actually useful.

Read article
EngineeringAugust 20, 2026·7 min read

Observability vs Monitoring vs Logging: What's the Difference?

Monitoring tells you something is broken. Observability tells you why. Logging gives you the evidence. Here's how they fit together.

Read article
GuideAugust 20, 2026·7 min read

Understanding Log Levels: When to Use Debug, Info, Warn, Error, and Fatal

Log levels control what gets recorded and what gets ignored. Here's when to use each level correctly.

Read article
EngineeringAugust 18, 2026·9 min read

6 Best Node.js Logging Libraries Compared (2026)

Pino, Winston, Bunyan, or just console.log? Here's an honest comparison of Node.js logging libraries with benchmarks and recommendations.

Read article
SecurityAugust 18, 2026·8 min read

How to Keep Sensitive Data Out of Your Logs (PII, API Keys, Passwords)

Logging PII, API keys, or passwords creates compliance violations and security risks. Here's how to build automatic redaction.

Read article
ArchitectureAugust 16, 2026·10 min read

7 Logging Patterns for Microservices That Actually Help in Production

Microservices turn one log stream into dozens. These seven patterns make distributed debugging possible.

Read article
EngineeringAugust 10, 2026·9 min read

ClickHouse vs Elasticsearch for Log Storage: Cost, Speed, and Trade-offs

ClickHouse uses 5-10x less storage and queries faster. Elasticsearch has better full-text search. Here's when to use each.

Read article
GuideJuly 21, 2026·7 min read

Alerting Best Practices: Stop Ignoring Your Own Alerts

Alert fatigue is the silent killer of incident response. Here's how to build alerts your team actually responds to.

Read article
GuideJuly 18, 2026·6 min read

Log Retention: How Long Should You Actually Keep Logs?

Most teams keep logs too long or not long enough. Here's how to set a retention policy that actually makes sense.

Read article
GuideJuly 14, 2026·7 min read

Structured Logging: Stop Grep-ing Through Plain Text

Plain text logs break the moment you need to filter or alert. Structured logging with JSON gives you queryable logs from day one.

Read article
OpinionJuly 12, 2026·5 min read

You Don't Need Datadog: Log Management for Startups That Ship Fast

Enterprise observability platforms charge enterprise prices. Here's what startups actually need — and why most are overpaying by 10x.

Read article
GuideJun 4, 2026·10 min read

What is Log Management? A Complete Guide

Log management is the process of collecting, storing, and analyzing log data from your applications and infrastructure. Here's everything you need to know.

Read article
EngineeringMay 28, 2026·8 min read

Node.js Logging Best Practices in 2026

Structured logs, correct log levels, trace IDs, and shipping logs to a centralized service. Here's how to log properly in Node.js.

Read article
EngineeringMay 15, 2026·12 min read

Debugging Microservices with Distributed Tracing

Trace IDs connect logs across services. Learn how to implement distributed tracing without heavy infrastructure.

Read article
TipsMay 1, 2026·6 min read

How Log Sampling Can Cut Your Logging Costs by 80%

Not all logs are equal. Drop health checks, sample debug noise, and keep what matters — without losing visibility.

Read article