Built by engineers. Open by default.

We build open-source tools for file indexing, metadata processing, and asset management. We publish our research. We share what we learn.

CHALLENGES

Sound familiar?

You manage large file collections and need structured indexing with content-addressed identity, not just filenames.

Thirty years of Perl-based metadata infrastructure is reaching its limits. The ecosystem needs a modern, embeddable successor.

You are experimenting with multi-agent coding workflows but struggling with context management, specification quality, and agent coordination.

HOW WE HELP

Open Source ToolsFile IndexingMetadata ProcessingAI Research

PROOF

Content-addressed file indexing with structured metadata extraction and deduplication.

A modern metadata extraction engine built to eventually succeed ExifTool.

A Rust-native TIFF library for lossless metadata-preserving image operations.

A structured framework for orchestrating multi-agent AI workflows.

The design philosophy and architectural rationale behind rustif.

The first step is always a conversation. Tell us what you need, and we'll figure out the best way to help.