Define the evidence before you build
Stop choosing AI projects by vibe.
Paste a hackathon brief, bounty, competition rule page, or internal AI idea. The harness returns a structured feasibility card with eligibility, 8GB Windows fit, risks, evidence lines, and a 48-hour plan.
4
sample opportunities
0
server cost
48h
execution plan
Demo video
Built for HackerNoon’s English-first judging context.
Live browser demo
Opportunity brief in, decision card out.
Recommendation
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Eligibility
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8GB fit
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Window
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Next 48 hours
Evidence lines
What this proves
The project already made a real decision.
Selected the right target
Proof of Usefulness became the active competition because it is open, code-first, and aligned with useful AI tools.
Avoided platform lock-in
Microsoft Agent Academy was downgraded because the work would center on Copilot Studio and M365 instead of reusable code.
Generalized beyond contests
The same card evaluates internal AI ideas, such as a RAG support bot, before a team commits build time.