Inspiration

Scrolling through dozens of job listings every day is exhausting and time-consuming, so I built an autonomous agent to eliminate that manual busywork.

What it does

The agent parses your resume into a structured skill and experience profile. It then periodically monitors the Finnish job platform Työmarkkinatori in the background and sends an instant Discord alert whenever it finds a role that closely matches your background.

How we built it

  • Agent Core: Built with the Strands Agents SDK and deployed to AWS AgentCore.
  • Notifications & Hosting: Integrated a Discord bot deployed to AWS Fargate to handle 24/7 background execution.

Accomplishments that we're proud of

Successfully replaced tedious manual browsing with a reliable, autonomous background pipeline.

What we learned

  • How to design and structure autonomous tool-calling workflows using the Strands Agents SDK.
  • Best practices for deploying and orchestrating agent runtimes on AWS AgentCore.

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