iamyang

Built by Yang · Interaction Co.

Two systems for people who need the truth, fast.

Sauce Check traces any image or claim back to its raw source so your group chat stops arguing. YOKE is an adaptive companion that learns your rhythm and grows with you. Both run quiet, precise, and on your side.

See the Sauce ProtocolMeet YOKE
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Step protocol
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Raw source
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Context kept
01Sauce Check

The elite group-chat validator.

Co-designed by Yang and the Interaction team for the chats that live and die by what is real. Drop in a screenshot, a clip, or a claim. Sauce Check runs the four-step Sauce Protocol and hands you a verdict you can defend, plus the primary source link.

output:the_raw_sauce// primary source link

The Sauce Protocol

  1. 01

    Visual & Text Fingerprinting

    Every frame and phrase is hashed into a fingerprint, then matched against known originals, edits, and re-uploads to spot what has been altered or recycled.

  2. 02

    Lateral Cross-Referencing

    The fingerprint is chased sideways across sources and timelines, lining up where it appeared, when, and in what order to rebuild the real chain of events.

  3. 03

    Ragebait Audit

    Framing, captions, and emotional loading are scored for manipulation so you can tell a real story apart from something engineered to make you mad and share it.

  4. 04

    The Verdict

    Everything resolves into a Sauce Authenticity Score with the reasoning shown, then surfaces The Raw Sauce: a direct link to the primary source.

verdict.jsonResolved

Sauce authenticity

92/100

fingerprint
original, unedited
cross-ref
3 matching sources
ragebait
low - neutral framing
raw_sauce
primary source linked
02YOKE

An adaptive companion that grows with you.

YOKE does not reset every conversation. It tracks how you think, how you talk, and what you keep coming back to, then shapes itself around it. The longer you use it, the more it feels like yours.

Trait 01

Natural Evolution

YOKE shifts as you do. New interests, new habits, new goals: it adjusts without being told, so it keeps pace with the version of you that exists today.

Trait 02

Rhythm & Vibe Matching

It reads your tempo and tone. Quick and dry when you are heads-down, looser when you are not, always answering in the register you actually want.

Trait 03

Contextual Memory

Threads, decisions, and details carry forward. You never re-explain who you are or what you are working on. YOKE already holds the context.

03Access

Get early access to Sauce Check and YOKE.

Both are rolling out to a small group first. Leave your email and we will reach out when your invite is ready.

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