An open-source engine that turns continuous content streams into search and monitoring. Durable ingestion, hybrid search, alerts, and plugins for formats, models and business rules.
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A tiny JavaScript debugging utility modelled after Node.js core's debugging technique. Works in Node.js and web browsers
Track changes to your rails models
- ruby
- activerecord
- audit
- log
A modern, flexible logging tool
Debugging, monitoring and visualization for Python Machine Learning and Data Science
Record the change log from models in Laravel
- laravel
- auditing
- audit
- lumen
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
- ai
- fairness-ai
- fairness
- fairness-testing
log4cplus is a simple to use C++ logging API providing thread-safe, flexible, and arbitrarily granular control over log management and configuration. It is modelled after the Java log4j API.
- log4cplus
- cxx
- logging
- logging-library
TUI for viewing logs from journald, auditd, file system, Docker and Podman containers, Compose stacks and Kubernetes pods with support for log highlighting and several filtering modes.
- go
- journal
- journalctl
- tui
Cross-platform building blocks for .NET applications. Provides service location and dependency resolution, logging, platform-neutral images, colours and geometry, and unit test and design mode detection.
- nlog
- logging
- cross-platform
- hacktoberfest
An modern and pluggable logging framework for Delphi
- logging-library
- logging-framework
- delphi
- modern
Open source container update monitoring — 23 registries, 21 triggers, audit log, OIDC auth, Prometheus metrics, and a modern dashboard.
Cross-Platform, Efficient easy to integrate crash reporting library for modern C++
- cpp
- crash-handling
- crash-reporting
- debugging
Common Lisp logging framework, modeled after Log4J
- logging
- syslog
POMWright is a complementary test framework for Playwright written in TypeScript.
- playwright
- playwright-test
- automation
- fixture
Local-first policy gateway for coding agents. Allow, review, or block MCP, shell, SQL, GitHub, and HTTP actions with scoped credentials and signed evidence.
- golang
- observability
- opentelemetry
- policy-engine
A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.
- anomaly-detection
- bigquery
- cli
- data-engineering
One Go interface, five backends — filelock, flock, Redis, Postgres, etcd. Distributed locks with fencing tokens, semaphore mode, observability hooks, and TraceID propagation. Swap backends with one line.
- advisory-lock
- concurrency
- distributed-lock
- etcd
DLIA is an AI-powered Docker log monitoring agent that uses Large Language Models (LLMs) to intelligently analyze container logs, detect anomalies, and provide contextual insights over time.