Learn

Everything You Need

Guides, deep dives, field notes, and fun ideas

  1. MATA desktop Banking screen with a purple total-balance banner and multiple connected checking account cards in one window
    Foundation of TrustFinance

    Connect Multiple Banks Into One Private Screen With MATA

    MATA's multi-bank view pulls every connected account into one local Banking screen — total balance, per-account cards, no aggregator cloud copy.

  2. Single-board edge computer beside a compact USB camera and desktop microphone on a brushed metal workbench in soft window light
    Digital FreedomOpen Source

    AI On The Edge Made Possible By Remade With Rust

    Edge AI only works when codecs, ASR, TTS, OCR, VLM, and YOLO fit on the device. Remade with Rust is how that stack ships without Python or C.

  3. crates.io-style counter showing a purple download arrow and 124,230 Total Downloads on a light cream background
    Digital FreedomOpen Source

    Remade With Rust Crates Break 120,000 Downloads

    Remade with Rust crates just crossed 120,000 downloads — 124,230 on the counter. rusty_h264, rusty_alloc, and SpaceDB lead the pull.

  4. Stack of manila folders, printed invoices, and a closed laptop on a walnut desk in warm afternoon window light
    Digital FreedomOpen Source

    Convert Business Files To AI-Readable RAG Without A Cloud Parser

    A RAG converter turns everyday business files into AI-readable chunks and embeddings. Here's how developers deploy it without uploading the corpus.

  5. Dark purple-to-navy gradient title card with white 'VPN Isn't Enough' wordmark and light-purple 'Add fingerprint prevention.' tagline underneath
    Digital PrivacyFoundation of Trust

    Why A VPN Isn't Enough Without Fingerprint Prevention

    A VPN hides your IP address — but your browser still leaks a fingerprint that identifies you across sites. Here's why VPN alone isn't enough, and how MATA fixes it.

  6. Four antique brass keys lying apart on a worn oak table in late-afternoon window light, with a folded note and a small envelope beside them
    Eras of Digital FreedomIdentity

    Friends Backup: Recover Your Vault Without Giving Anyone The Keys

    Friends backup splits your master key into four shares. Three people you trust can recover the vault — MATA never holds the keys. Here's how it works.

  7. Vintage silver ribbon microphone on a boom stand on a dark walnut desk, next to a cassette tape, a blank spiral notebook, and over-ear headphones under a warm desk lamp
    Digital FreedomOpen Source

    Mercury: A Pure-Rust Whisper You Can Run Without Python

    Mercury is a pure-Rust Whisper implementation — no Python runtime, no whisper.cpp FFI. Here's how it compares on accuracy, speed, and what is still experimental.

  8. Three consumer devices on a wooden kitchen table in afternoon light: an open laptop facing away, a phone face-down, and a second phone leaning against a ceramic mug, with a coiled cable unused beside them
    Eras of Digital Freedom

    Peer-To-Peer Device Sync: How Your Phone And Laptop Talk Without A MATA Server

    Cloud sync uploads a copy. Peer-to-peer device sync over Iroh lets your phone and laptop exchange the vault directly — MATA never holds the keys.

  9. Wet stone arches and piers of an old masonry viaduct after rain, with dark utility cables running along the foundation courses under overcast light
    Digital FreedomOpen Source

    Rebuilding The Foundation Of The Internet — Why It Matters

    The foundation of the internet is still C and C++ primitives everyone else builds on. Rebuilding that foundation in memory-safe Rust is how a free internet actually holds.

  10. Brass house key on a leather fob beside an open laptop on a wooden desk, with a fountain pen and a sheet of paper in warm window light
    IdentityIncentive

    Sign In With Sovereign ID — No OAuth Provider, No MAU Fee

    Sign in with Sovereign ID is a button on your site: the user signs with keys on their device, your backend verifies locally — no Auth0, no JWKS, no per-user tax.

  11. Aerial view of a fortified stone castle with crenellated walls and towers on a green hilltop at sunset, forested hillsides and distant mountains behind
    Digital FreedomOpen Source

    The Importance of Remade With Rust

    Remade with Rust is MATA's initiative to rebuild the internet's core primitives in memory-safe Rust — here's why it matters for a free, distributed internet.

  12. Dark purple-to-navy gradient title card with white 'RAGConverter.com' wordmark and light-purple 'Private RAG. Remade with Rust.' tagline underneath
    Digital FreedomOpen Source

    RagConverter: Private RAG Conversion, Remade With Rust

    RagConverter turns any document into RAG-ready embeddings entirely in your browser — no upload, no cloud, no data broker. Here's how the Remade with Rust stack makes it possible.

Showing 12 of 21 articles. 9 more loading as you scroll.