Links

• ​StatsD - Daemon for easy but powerful stats aggregation.

• ​statsd-vis - Standalone StatsD server with built-in visualization.

• ​OpenTracing - Vendor-neutral APIs and instrumentation for distributed tracing.

• ​Telegraf - Open source server agent to help you collect metrics from your stacks, sensors and systems. (Code)

• ​log.c - Simple logging library implemented in C99.

• ​OpenTelemetry - Provides a single set of APIs, libraries, agents, and collector services to capture distributed traces and metrics from your application. (OpenTelemetry Specification)

• ​The logging framework isn't a bottleneck, and other lies your laptop tells you (2020) (Lobsters)

• ​Logstash - Transport and process your logs, events, or other data.

• ​Fluent Bit - Fast Log Processor and Forwarder for Linux, Embedded Linux, MacOS and BSD.

• ​GoAccess - Real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.

• ​StatsD Metrics Export Specification​

• ​Loglizer - Machine learning-based log analysis toolkit for automated anomaly detection.

• ​DTXLoggingInfra - Logging infrastructure for Apple platforms.

• ​Good Logging (2020) (Lobsters)

• ​Monitoring demystified: A guide for logging, tracing, metrics (2020) (HN)

• ​Metrictank - Multi-tenant timeseries platform that can be used as a backend or replacement for Graphite.

• ​EventNative - Open-source data collection framework.

• ​Phuslu/Log - Structured Logging for Humans.

• ​Logs and Time Series are not the same (2020)​

• ​Tracing at Slack: Thinking in Causal Graphs (2020)​

• ​slog - Go library for capturing structured log information.

• ​Logging Levels: What They Are & How to Choose Them (Lobsters)

• ​bunyan-rs - CLI to pretty print logs in bunyan format. A Rust port of the original JavaScript bunyan CLI.

• ​Data Logging: Sampling versus Profiling (2020)​

• ​How to Write Unit Tests for Logging (2020) (HN)

• ​Backend logging options (2020)​

• ​Glean SDK - Modern cross-platform telemetry. (Docs)

• ​Logflare - Cloudflare, Vercel & Elixir Logging. (Code)

• ​Flog - Fake log generator for common log formats.

• ​Stuff your logs (2021)​

• ​Logsuck - Easy log aggregation, indexing and searching.

• ​Ekanite - High-performance syslog server with built-in text search.

• ​The Ultimate Guide To Python Logging (2021)​

• ​My Logging Best Practices (2020)​

• ​OpenTelemetry Collector - Offers a vendor-agnostic implementation on how to receive, process and export telemetry data.

• ​Data Logging: Sampling versus Profiling (2020)​

• ​Stuff Your Logs (2021) (HN)

• ​How GitHub Actions renders large-scale logs (2021)​