Developer tools

Open-source utilities for inspecting data and the software around it. Each tool has its own source, installation instructions, and operating limits.

Data privacy / Python

Piiscope

Detect personal data, measure re-identification risk, and review the effect of a chosen transformation.

Scan files and databases locally. Piiscope combines identifier detection with k-anonymity, l-diversity, t-closeness, and column-level remediation.

Install

pip install piiscope

See the local scanning and remediation workflow for the full path from an initial scan to a rescan.

Other tools

envdrift

Node.js CLI

Detect missing keys, type mismatches, and placeholders across environment files.

dep-health

Node.js CLI

Score npm dependencies using freshness, maintenance, deprecation, and adoption signals.

Workflow notes

All notes