Inspiration

We love the theatre of LinkedIn: gratitude paragraphs, emojis, and humble-brags that show up like clockwork. We asked: what if we could dial that “performative” energy up or down on demand while also making it actually useful?

What it does

Turns a short prompt and/or uploaded video into a LinkedIn post depending on the selected category.

How we built it

Frontend: React, Typescript, Vite, Tailwind CSS, React Three Backend: JavaScript, Python, Flask, libraries

Challenges we ran into

Style control: keeping satire funny without slipping into toxicity. Guardrails vs creativity: blocking deceitful claims without over-censoring harmless bragging. Determinism for demo: we added seedable prompts and cached exemplars to avoid “LLM roulette.”

Accomplishments that we're proud of

A slick, controllable UI Gemini Integration Video analysis

What we learned

Safety needs multi-layer checks: rules first, then model critique, then user confirmation. UX matters more than raw model power.

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