Products

We build things we need, then share them with the community.

shruggie-indexer

v0.1.2 — Active

Cross-platform file and directory indexing tool. Produces structured JSON output with hash-based content identities, filesystem metadata, and EXIF extraction.

GitHub Docs

metadexer

Pre-release — In Development

Content-addressed asset management system. Storage, cataloging, deduplication, and search across large, heterogeneous digital collections.

GitHub

shruggie-feedtools

Active

ShruggieTech's reference project for Python tool conventions, packaging patterns, and GUI design language.

GitHub

rustif

Declaration Phase

A proposed Rust-native metadata processing engine. The next-generation successor to thirty years of metadata infrastructure.

Read Declaration

How We Build Software

Every product begins with a specification written for AI-first consumption. Our specs are structured so AI coding agents can produce correct implementations within single context windows without interactive clarification. This methodology multiplies engineering throughput without proportional headcount. It is how a small team builds production-grade software tools.