CloudCoffee

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  Organize targeted resumes by company and role, ready to export, share, and use for applications.

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  One career profile powers every tailored application—skills, experience, projects, and preferences in one place.

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  Track every opportunity from saved to offer, with each role connected to its targeted resume.

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  Get an instant resume score, detailed breakdown, and actionable suggestions showing exactly what to improve.

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  Build truthful, role-specific resumes with structured content, ATS guidance, and a live preview.

Inspiration

• People do many projects, jobs, hackathons, and achievements, but cannot fit everything into one resume.
• Every job needs a different version of your resume based on the role.
• Tailoring resumes manually for every application takes too much time.

What it does

• Stores your complete career context: projects, achievements, skills, work experience, and metrics.
• Uses the job description to generate a tailored resume and check ATS relevance.
• Tracks applications, replies, interviews, and rejections in one place.

How we built it

• Built CloudCoffee around WebMCP so AI agents like Codex can interact with the application.
• The agent can read career context, create resumes, and manage applications.
• The web app provides resume, ATS, career, and application management.

Challenges we ran into

• Structuring messy career information so AI can understand it.
• Finding the right experience for a job instead of simply matching keywords.
• Designing WebMCP tools that AI agents can use reliably.

Accomplishments that we're proud of

• Built more than a normal AI resume generator by storing the user's full career context.
• Connected the workflow with AI agents through WebMCP.
• Combined resume generation, ATS checking, and application tracking in one product.

What we learned

• AI becomes much more useful when it remembers your previous work and achievements.
• Most people have valuable career experiences that never appear on their resume.
• Structured career context helps AI create much better job-specific resumes.

What's next for CloudCoffee

• Help users automatically look for jobs, tailor resume and cover letter and apply for jobs automatically.
• Improve ATS analysis, interview preparation, and application analytics.
• Make CloudCoffee a complete career context layer for AI agents.

Built With

• amazon-web-services
• cloudflare
• ecs
• hono
• s3
• terraform
• vite