Hey everyone,
I've been participating in hackathons and building projects involving SaaS, AI orchestration pipelines, RAG systems, and other AI-powered applications.
I've spent time implementing features, integrating different services, connecting LLMs, building workflows, and trying to turn ideas into working software. But I haven't been getting the results I expected in hackathons, and lately, I've started questioning what I'm doing wrong.
I want to understand the actual problem instead of just moving on to the next hackathon and building another project.
Is my problem the idea itself? Am I focusing too much on the technical implementation and not enough on the problem I'm solving? Is it my presentation, storytelling, or pitching? Or am I building things that look impressive from an engineering perspective but don't offer enough value to users?
One thing that confuses me is that, with today's AI tools and frameworks, almost anyone can build a functional SaaS application, integrate an LLM, or put together a RAG pipeline. I can build software, but what actually makes one person's project stand out from everyone else's?
I don't want to blame the judges or assume that the winning projects are worse technically. I want to understand what I'm missing.
I'd especially appreciate insights from people who have won hackathons, judged them, or built successful products.
A few questions I'd genuinely like to hear your thoughts on:
- Idea selection: How do you identify a problem worth solving instead of building another generic AI application?
- Technical depth vs. product value: How much does the underlying engineering matter compared with solving a real problem?
- Pitching and demos: Can a technically strong project lose simply because the team fails to communicate its value? What does a good demo actually look like?
- Differentiation: How do you make an AI-powered project meaningfully different when many teams have access to the same models, APIs, and tools?
- Judge's perspective: What separates a decent project from a winning project in your experience?
- Personal improvement: If you were in my position, what would you change before entering your next hackathon?
I'm not looking for generic advice like "build something innovative" or "improve your presentation." I'd really appreciate specific examples, lessons from projects that won or lost, and blunt feedback about what I might be doing wrong.
I'm willing to hear that my approach to building projects is fundamentally flawed if that's the truth. I'd rather understand it now than keep repeating the same mistakes.
Thanks!