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Building an AI-Native Job Search Workflow with MCP
The current tech job market is competitive. One piece of advice I’ve consistently heard is that being thoughtful and intentional in a job search matters more than sending out hundreds of applications. The “spray and pray” model doesn’t work very well anymore. While listening to a podcast by Danny Thompson and Leon Noel, they emphasized
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What Building a Small AI App Taught Me About Fundamentals
I recently finished building a small AI-powered translation app called PollyGlot. The project came from Scrimba’s AI Engineer Path as a breakout challenge. We were given a Figma file, design assets, and a clear goal: build a working AI application. What made this project interesting wasn’t just the AI — it was the constraints. The
