Tiny Aura Agent Community Challenge Winners Announced
What an incredible round. hank you to everyone who participated in the Build a Tiny Aura Agent Community Challenge. The quality, creativity, and clarity of submissions truly exceeded expectations.
We saw real graph thinking in action. Focused designs. Explainable reasoning. Practical real world use cases. Exactly what Aura Agent was built to support.
This community delivered.
Special Thanks to Our Celebrity Judge
A huge thank you to our Neo4j celebrity judge
** @ed.sandoval, Product Manager for Aura Agent**
Ed personally reviewed submissions and shared his perspective on what stood out from both a product and graph reasoning standpoint.
Here is what he had to say about this round overall:
"This was an incredible round of submissions. Building something from scratch on a brand new tool is no small feat, and seeing the creative ways you applied Aura Agent to real world problems, from tracking environmental water quality in Saskatchewan to diagnosing complex server crashes, is truly inspiring.
You have all demonstrated that graph thinking is not just about storing data. It is about uncovering the relationships that make data meaningful. Whether you were mapping property arbitrage or building a sarcastic but brilliant on call assistant, you pushed the boundaries of what is possible with this technology.
I would love to keep the conversation going."
Thank you, Ed.
Third Place
ConceptCompass
Submission
ConceptCompass earned third place with a thoughtful and highly original idea. Using graph relationships to evaluate startup ideas against real problems and competitive landscapes demonstrated strong conceptual creativity.
Ed shared:
"This submission shows how graph structure can clarify complex strategic thinking. It highlights relationships between ideas, problems, and competitors in a way that makes differentiation visible and actionable."
Excellent work.
Second Place
Melbourne Property Arbitrage Detector
Submission
This agent delivered impressive real world value by mapping properties, schools, suburbs, and education performance to uncover meaningful housing opportunity insights.
Ed commented:
"This is a strong example of real world graph reasoning. It connects multiple domains through relationships and surfaces patterns that would be difficult to uncover without a graph."
A very close second place finish.
First Place
PagerDruid — Blameless On-Call Graph Agent for Microservices
by @joslat
Submission
Our first place winner demonstrated exceptional graph reasoning and technical depth.
PagerDruid tackled a complex problem diagnosing server crashes in microservices environments and used relationship driven reasoning to surface clear, explainable insights.
Ed’s thoughts:
"PagerDruid demonstrates exactly what graph powered agents can do. It uses relationships intentionally to diagnose complex systems and turns connected data into clear, explainable operational insight."
First Prize
LEGO Editions Soccer Ball Set 43019
Congratulations on earning first place. We will coordinate shipping directly.
To All Participants
Every submission showed initiative, experimentation, and real effort.
From environmental research to property analytics to startup evaluation and system diagnostics, this community demonstrated that graph powered agents are practical, inspectable, and ready for real world application.
This will not be the last challenge.
Stay tuned.
Want to Shape What Comes Next?
If you enjoyed this challenge and want to influence future product direction, features, or community initiatives, we want your input. Our UX team is always looking for Neo4j Community users. If you want to add yourself to the product engineering team's database,
join here. Details can be found here as well. Join the conversation here: 💵 Dev input powers Neo4j. Rewards included!
Your feedback directly powers what we build next. Rewards included.
Ari
Neo4j Community Manager