Logging

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) (Web Code)
​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)​
​Grafana Agent - Prometheus Metrics, Loki Logs, and Tempo Traces, optimized for Grafana Cloud.
​Why and how GitHub is adopting OpenTelemetry (2021) (HN)
​Logging is important (2021)​
​NanoLog - Extremely performant nanosecond scale logging system for C++ that exposes a simple printf-like API.
​pq - Parse and Query log files as time series.
​angle-grinder - Slice and dice log files on the command line.
​Ostracon - Distributed “persistence-first” shared log.
​exo - Process manager & log viewer for dev. (Web)
​errorpush - Minimalist Sentry alternative using PostgreSQL.
​Apache Flume - Distributed, reliable, and available service for efficiently collecting, aggregating, and moving large amounts of log data. (Minimalist Guide to Flume)
​Monika - Command line application to monitor every part of your web app using a simple JSON configuration file. Get alert not only when your site is down but also when it's slow. (Web)
​My Logging Best Practices (2020) (HN)
​Uptrace - Cost-effective tracing solution that helps you monitor, understand, and optimize complex distributed systems. (Code)
​Logs and tracing: not just for production, local development too (2021) (HN)
​Sigma - Generic Signature Format for SIEM Systems.
​Do Not Log (2020) (HN)
​Logging is a code smell (2022) (HN) (Lobsters)
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Interactive computing
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