Ed Clark

I agree—prompt engineering has evolved quickly. The shift from rigid, template-driven prompts to more fluid “lazy prompting” is fascinating, especially as models get better at filling in gaps. That said, clarity still wins. A few things that help me ensure strong context: Structure like a Story: Even with casual prompts, I frame my input with a beginning (goal), middle (relevant details), and...

🚀 Just accepted into the AWS Startups program and received $1,000 in AWS Activate credits! This validates our architecture + gives us extra fuel. Let me know if you'd like early access to test!

🚀 The Spark Behind Vibe Village Vibe Village wasn’t born in a boardroom—it began in the silence between job rejections and the noise of self-doubt. After years of building enterprise systems for Fortune 100 companies, I found myself wondering: What if I could use tech to move emotions—not just transactions? During the pandemic, my family started doing weekly FaceTime music battles. Those nights...

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Vibe Village is now available for beta testing! If you'd be interested in becoming a beta tester, please complete the following questionnaire: https://docs.google.com/forms/d/...

I am the founder of Vibe Village, a new digital platform designed to bring families together through interactive and engaging music battles. Inspired by the incredible success and cultural impact of Verzuz, with added features for listening and reading sessions, Vibe Village aims to create a similar sense of community and excitement but specifically tailored for friends and families.