Practical AI tools built for real use.

A small product studio building private, dependable, user-controlled software.

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Tools should earn their place.

Clear utility, understandable behavior, and control that stays with the person using the product.

Practical utility over spectacle.

Local or self-hosted where appropriate.

Visible sources and understandable behavior.

Two products. One practical standard.

Different use cases, built with the same respect for clarity and user control.

Pixel signal radar gathering papers, code, and repository activity into one digest

Active · open-source · self-hosted

Aurora Digest

A daily learning radar that turns papers, GitHub repositories, and timely technology news into one focused digest for AI builders, researchers, and students.

Built with direct ownership.

Kenny Guo founded Aurora Forge Lab and leads product work as Product Manager.

Founder on GitHub

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For product questions, partnerships, or company inquiries, write directly to Aurora Forge Lab.

[email protected]