The latest articles on DEV Community by Aksith R (@aksith_r). https://dev.to/aksith_r https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4170827%2F1f6d2b7d-00bc-4858-9d9b-273bf0998fe7.jpg https://dev.to/aksith_r en Aksith R Thu, 08 Oct 2026 09:58:27 +0000 https://dev.to/aksith_r/red-team-ai-stress-test-your-ideas-before-they-fail-23na https://dev.to/aksith_r/red-team-ai-stress-test-your-ideas-before-they-fail-23na <p>The problem statement for the Hacktoberfest Hackathon is: People often struggle to identify the weaknesses and risks in their ideas before implementing them. Our AI-powered Red-Team Panel uses multiple AI personas to critically analyze an idea from different perspectives and suggest improvements.</p> <p>What if AI didn’t just say your idea is great, but actually challenged it? </p> <p>We are building RedTeam AI for Hacktoberfest Hack Day 2026!</p> <p>Our tool uses five AI characters — Investor, Customer, Security Expert, Regulator, and Competitor — to find the weaknesses in an idea.</p> <p>A final AI brings all their feedback together and suggests ways to improve it. </p> <p>Our goal is simple: Find the problems early. Build better ideas. </p> <p>Excited to build, learn, and innovate with our team! This is the Github reposit repositories - <a href="https://github.com/aksith-rajendran/Hackathon" rel="noopener noreferrer">https://github.com/aksith-rajendran/Hackathon</a></p> ai devchallenge hacktoberfest