Job seekers lose time and money to fake listings every day. This agent catches them before

Job seekers lose time and money to fake listings every day. This agent catches them beforeJob seekers lose time and money to fake listings every day. This agent catches them before

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Samarth S Shetty

• May 31

Job seekers lose time and money to fake listings every day. This agent catches them before they do.

Built a LangGraph-based AI agent that takes any job posting URL or description, aggregates intelligence from Reddit threads, Glassdoor reviews, Google results, and company pages, then analyzes red flags and returns a clear verdict — scam, suspicious, or legitimate.

Uses Tavily for live web search, LangGraph for multi-step reasoning, and FastAPI for the backend. Deployed and live.

Built to show what a real agentic pipeline looks like in production — not a chatbot, but a reasoning system that investigates and decides.

AI Automation Web Design OpenAI Python Web Scraper AI Agent Development

Cnd Krsn

• Jun 4

Work Title: CapCut Barbershop Direction: A — CapCut as a Different Industry Tagline: "We don't edit footage. We edit you." Live Demo: capcutbarbershop.netlify.app What if CapCut was never a video editor? CapCut Barbershop translates CapCut's editing vocabulary into a barbershop brand. Cut. Trim. Timeline. Filters. Export. Same words — different canvas. The website mirrors CapCut's editor UI across every page. Services are timeline clips. Pricing is a sequence. The final look is the export. The spirit stays. Only the industry changed. Project Information Creator : cndkrsn Contact : https://x.com/decodexai

capcutdesignstudio Web Design CapCut

Adesina Mopelola

• Jun 4

Perfect

Jacob Lum

• Jun 4

A Living Portfolio for Creatives Built a standout portfolio site with Google Stitch to showcases my projects and personal brand using playful animated motion. Use my stitch project template to remix a portfolio of your own and make your online brand memorable.

Live site: https://stitchchallenge.vercel.app/ Stitch project: https://stitch.withgoogle.com/projects/1194556244916955586

How I used Google Stitch: - Started with a Design.md direction to lock brand identity - Prototyped multiple portfolio variations - Used Stitch for core visual design - Used Stitch MCP to export and deploy - Used Stitch project link to share template with other creatives

Why it fits the theme: The interface feels alive through motion-led image presentation and interactive portfolio moments. Instead of treating a portfolio as a static page, the experience turns project browsing into something more expressive, visual, and creator-led.

Feedback on Stitch: Stitch was strongest for fast idea visualization and beautiful frontend direction. It helped move from rough concept to polished interface quickly, and it creates a strong handoff point for final touches in an agentic coding tool via MCP. #GoogleStitch #StitchChallenge #BuiltWithStitch

Vibe Coding AI Art Web Design Google Antigravity OpenAI stitchchallenge Stitch buildwithstitch

Molly Mittal

max

• Jun 4

Wow, Jacob, this is an incredible portfolio concept!

I love that you included a shareable Stitch template for other creatives to remix, that is such a generous and collaborative touch for a challenge like this. Using the Stitch MCP for a seamless export and deploy pipeline to...

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Carola Cardozo

• Jun 3

I joined the Google Stitch x Contra Challenge by creating LÚMIA Beauty, a landing page for a fictional premium makeup and fragrance brand, built around the challenge theme: creating interfaces that feel alive.

The idea was to build an immersive, glossy, highly visual beauty experience where the interface didn’t feel like a static e-commerce page, but like a brand universe full of light, motion, and texture.

For the project, I created a complete visual identity with a pink, shiny, glowy color palette. I also worked with a collection of AI-generated product and model images, including perfumes, lip gloss, blush, editorial visuals, and the LÚMIA Beauty logo.

The landing page includes:

- A hero section with a liquid, glossy, interactive background that reacts to mouse movement.

- Product sections for perfumes, blush, and lip gloss.

- A “Shop by Aura” experience to discover products through different visual moods.

- Cards with hover states, glow, shimmer, and subtle motion.

- An editorial section with models and a beauty campaign aesthetic.

- A ritual builder to combine products into a beauty routine.

- Reviews, FAQ, final CTA, and responsive footer.

- Final deploy published on Netlify.

I used Google Stitch as a central part of the workflow. First, I prepared a DESIGN.md file to define the brand’s visual direction: colors, style, tone, components, motion, layout, and glossy/liquid aesthetic. Then I uploaded the product images, model images, and logo so Stitch could generate a landing page that felt consistent with the LÚMIA Beauty identity.

From there, I used Stitch to create the first version of the page, iterate on specific sections, adjust the composition, improve the hero, add visual effects, and include interactions such as motion, hover states, shimmer, liquid backgrounds, and cursor-reactive behavior.

After that, I exported the project using the copy-code-to-clipboard option. From there, I worked on the generated file to adjust specific parts of the page, especially structure details, responsive behavior, and small visual refinements. Once I had the final version, I inserted the finished index.html file back into the Stitch project board to keep the final result documented within the same workflow.

I also prepared two videos for the submission:

1) A video showing my workflow inside Stitch.

2) A demo video showing the final LÚMIA Beauty experience.

What I liked most about Stitch was how quickly it helped me move from a brand idea to a visually solid interface. The DESIGN.md workflow helped a lot with consistency, and the in-context edits made the process feel closer to designing directly on the product.

As feedback, I would love to see Stitch keep improving fine control over responsive details, specific animations, and component consistency, but the overall experience was very fluid and useful for prototyping a high-impact landing page in a short amount of time.

Live project: https://LÚMIABeauty.netlify.app/

Stitch project: https://stitch.withgoogle.com/projects/4725329965472555948

@stitchbygoogle

#GoogleStitch #Contra #UIDesign #UXDesign #AIDesign #WebDesign #ProductDesign #BeautyBrand #LandingPage #BuildInPublic

stitchchallenge Stitch Product Design Graphic Design UI Design Google Gemini Google Labs

Molly Mittal

max

• Jun 4

Wow, Carola, this is an absolutely stunning project! The "Shop by Aura" feature is such a creative way to lean into the "interfaces that feel alive" theme, and a cursor-reactive, liquid glossy background sounds beautiful.

I love that you used a meticulous DESIGN.md file to keep...