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Jevotron launches CLI tool for anomaly detection across file formats

Jevotron is a new command-line tool that scans files such as CSV, YAML, JSON, TOML and OBO for anomalies, producing field-level probability scores and a review queue. The tool caches results in SQLite so unchanged entries aren't reassessed on subsequent runs, and users can guide scans with text instructions or a local Python config. A pilot test on 24 public agent traces reported the tool matched 130 of 163 step-quality labels (79.8% accuracy), with 89.7% precision and 70.3% recall for identifying harmful steps.

Git's lesser-known ignore files: .git/info/exclude and global excludes

A developer describes discovering that git supports two additional ignore mechanisms beyond the well-known .gitignore file: a per-clone .git/info/exclude file and a global excludes file set via the core.excludesFile config option. Neither of these files gets committed to the repository, unlike .gitignore, making them suited for personal scratch files and editor or OS clutter respectively. The writer says an AI coding assistant, Claude, prompted the discovery by suggesting untracked personal notes be added to .git/info/exclude.

A Developer's Personal Journey From Basic Terminal Commands to Shell Scripting

The author recounts struggling for years to move beyond single terminal commands, unable to chain logic like conditionals, loops, or piping output between programs. Over time they gradually learned shell scripting well enough to write basic conditional scripts, such as one checking npm install exit codes and printing custom error messages.

Pydantic launches HTTPX2, a maintained fork of the HTTPX Python HTTP client

Pydantic has released HTTPX2, a new Python HTTP client library that continues the work of the HTTPX project, offering sync and async APIs, HTTP/1.1 and HTTP/2 support, and an optional command-line client. The project is positioned as a stewardship effort to keep the library actively maintained after HTTPX saw reduced development activity.