I test AI for a living, and these 3 free tools are the ones I used most in 2025

For three years, I have been covering every new AI model and tool that emerges, but only these three made my 2025 daily rotation.

I've tried nearly every Linux package manager - these remain my favorite

We're now veering into the realm of universal package managers, which are named as such because they work on nearly any Linux ...
GitHub

Map file parser library focusing decompilation projects.

The unstable development version is located at the 2.x branch. The recommended way to install a locally cloned repo is by passing the -e (editable) flag to pip. python3 -m pip install -e . In case you ...
IEEE

LogPM: Character-Based Log Parser Benchmark

Abstract: Log parsers transform free-form textual log messages into categorical data and are important tools in automated log analysis pipelines. However, selecting a suitable log parsing algorithm ...
IEEE

Log-TF-IDF for Anomaly Detection in Network Switches

Abstract: In this study, we focused on anomaly detection of network switches using log analysis. In previous research, we designed a log parser to find common patterns within logs, which replaced logs ...
GitHub

Log Parser for Karpenter (LogParserForKarpenter)

* Note: "messageKind":"spot_interrupted" is first supported with Karpenter version v1.1.x, so LogParserForKarpenter (lp4k) does not provide interruptiontime and interruptionkind in earlier versions It ...