Knoxville.
Built this.

A smarter plan for the ground beneath us

Wesley brought a builder’s eye to the landscape. Starting with an aerial view, he showed how a shared platform can connect robotic mowers, irrigation, drones, and the people putting them to work. It is practical automation grounded in the realities of grounds maintenance.

A practice room for your next big pitch

Brandon put an AI investor on the other side of the conversation. His demo of brief invited a founder to pitch, answer follow-up questions, and learn from the exchange. The idea is wonderfully human: use technology to get better at talking to people.

Marketing that still sounds like the founder

Ryan tackled a familiar small-business challenge: finding time to tell your story without losing your voice. His workflow captures a founder’s perspective in an interview, then helps turn it into reusable marketing content, with review built into the process.

A deck that finds its own voice

Zack brought presentation-building into the demo itself. His workflow turns a talk track into a branded deck, with multiple export formats and narration generated locally. Then the voice track took over. It was a memorable glimpse of what builders can do when they connect the tools.

More possibilities from the Macs you have

Jake asked an inventive hardware question: what could several Apple devices do together? He demonstrated an approach that distributes model layers across machines, exploring how a collection of existing devices could open up new possibilities for running larger AI models locally.

Seeing the work behind an agent’s code

Marcus’s SightLine project, presented by a stand-in, explored a timely question for engineering teams: what happened between the prompt and the commit? The slides showed an approach to recording agent activity, prompts, and execution controls so teams can better understand how their software gets built.

Presented on Marcus’s behalf.

Teaching tools with a builder’s sense of control

Haseeb brought the classroom and the code editor into the same conversation. He described a local grading assistant that draws on course materials and instructor guidance, then showed a coding-agent workflow designed to make the steps of the work easier to follow.

Connecting the moving parts of a fabrication shop

Steve brought deep attention to the work inside precast concrete fabrication. His DhyanaTech demo connected estimating, drawings, shop information, and business dashboards in a shared workflow. It was a builder’s response to the everyday complexity of keeping a specialist business moving.

A study partner that knows the course

Heath started with a personal challenge and built something useful. Drawing on course notes, lectures, and exam rubrics, his study workflow creates targeted practice questions, identifies weaker topics, and develops further guidance. It is a thoughtful example of turning familiar material into a more active way to learn.

Two ways to tackle a logistics puzzle

Charles turned warehouse planning into a hands-on exploration of classical and quantum computing. His example balanced readiness against cost, comparing different approaches to selecting locations. The demo made room for curiosity, trade-offs, and the useful questions that come from building a problem you can inspect.

A shared studio for making music together

Ty brought the energy of a music session into a software demo. Fontelle combines a digital audio workstation with collaboration and support for multiple plugin formats. The ambition is simple and appealing: help people make music together, even when their favorite tools differ.

A small business with an AI supporting cast

John introduced an AI agent team supporting publishing and day-to-day business operations. Connecting that team through Slack gave family members a way into the workflow, too. His story showed how a personal experiment can grow into a new way of working together.

A closer look inside the model

John’s Authentrics.ai presentation looked beneath an AI model’s answers. He showed tools for examining checkpoints, detecting drift, and addressing problematic behavior. The work brings a builder’s insistence on inspection and correction to a technology whose inner workings can be difficult to see.

One set of rules across many agents

Brandon showed Felspar taking written business policies into a structured framework for AI agents. A support-policy example made the idea concrete: different workflows drawing on the same rules. It is an ambitious response to a practical challenge: keeping decisions consistent as more agents join the work.

Building an app to bring people together

Maria brought a long-held idea to life with GroupOut. Her demo combined current photos, venue discovery, and short conversations to help people connect in person. She also shared the making of it: AI-assisted planning and development, with a developer helping strengthen the product.

From an everyday question to quantum optimization

Aubrey made an advanced topic approachable through QBridge and a five-city routing challenge. The workflow moves from a plain-language problem to solver code, local validation, and a mapped explanation of the result. It is a clear example of building a useful path into specialized tools.

A friendlier phone, built around everyday needs

Colin’s Elsie demo put accessibility at the center: large controls, practical phone features, and companion tools for caregivers. He paired the product with lessons from his own development process, sharing how planning, multiple models, and automated checks help turn an idea into something people can use.

A melody in your voice, an instrument in reply

Drew closed the demos with SoloVoice, using a sung melody to play a virtual instrument. His assistive music tool helps shape and stabilize the sound while keeping the melody in human hands. It was a fitting finish: a personal creative challenge made tangible through a working build.