From Prototype to Presentation: My Role in Demo, Testing & Documentation for HardwareMind

Nikhil sai Kompelli — Tue, 29 Sep 2026 13:00:34 +0000

Introduction

A successful engineering project is not just about building a working
system. It is also about making sure that the system works as expected,
demonstrating its features clearly, and providing documentation that
others can follow.

During our hackathon, our team worked on HardwareMind, an AI-powered
hardware failure investigation system. The project aims to help
engineers investigate hardware issues by analyzing incident details,
generating possible diagnoses, and using knowledge from previous
incidents.

As the Demo, Testing & Documentation Engineer (Person 6), my
responsibility was to help prepare the project for demonstration,
organize testing activities, and make the technical workflow easier to
understand through clear documentation.

In this article, I'll explain my role, the demonstration workflow, the
testing approach, and the documentation prepared for the project.

Understanding the HardwareMind Project

Hardware failures can interrupt operations and require engineers to
investigate several possible causes. HardwareMind is designed to support
this process by providing an interface where users can enter device
information and submit incidents for investigation.

The prototype includes three important parts:

User interface: A Streamlit application for entering hardware incident details and viewing results.
Backend: An API that receives incident information and connects the application to its investigation functionality.
AI investigation and memory: The system's diagnosis and previous-incident knowledge features, which help provide context for an investigation.

The goal of the demo was to explain how these components work together
in a single workflow.

My Responsibilities

My work was organized around three main areas.

Demo preparation

I focused on arranging a simple, understandable sequence to demonstrate
the project. Instead of showing isolated features, the demo was
structured around a sample hardware incident.

The planned sequence was:

Introduce the problem of hardware failure investigation.
Open the HardwareMind interface.
Enter sample device information, including temperature, voltage, current, and symptoms.
Submit the incident for investigation.
Display and explain the diagnosis and relevant previous incident information.
Explain how an engineer can confirm a root cause and submit feedback for the system's learning workflow.

This structure makes it easier for an audience to understand the purpose
of each feature and how it fits into the overall project.

Figure 1: HardwareMind interface used to enter device details and
initiate an investigation.

Testing and validation

Testing is important because even a well-designed interface can
encounter problems when connected to a backend or when users enter
unexpected information.

I focused on preparing a testing checklist for the main parts of the
application.

Functional testing

The main actions to check included:

Opening the application and accessing the investigation page.
Entering incident details and submitting an investigation.
Checking whether the application displays the returned diagnosis.
Checking whether the backend health-check feature responds as expected.
Reviewing the engineer feedback workflow.

Input validation

The investigation form accepts multiple fields, so it is important to
consider different kinds of input, such as:

Missing required information.
Invalid numeric values.
Unusual temperature or voltage readings.
Empty or unclear descriptions of symptoms.

These cases help identify situations where the interface should guide
the user or display a useful error message.

Backend integration

The user interface and backend need to exchange information in a
consistent format. I focused on the checks needed to verify that the
incident details are sent correctly and that the application handles
backend responses and connection errors.

User interface testing

The interface should make it easy for users to identify the input
fields, understand the available actions, and read the investigation
results. Reviewing the form layout and the clarity of its messages is
part of preparing the application for a demonstration.

Documentation

Documentation helps the team explain the project and makes it easier for
other people to understand, run, and extend the prototype.

The documentation was organized around the following topics:

Project overview: The problem being addressed and the purpose of HardwareMind.
System architecture: How the user interface, backend, and investigation functionality are connected.
Setup instructions: The tools and steps needed to run the application.
User guide: How to enter an incident and review the investigation response.
Testing checklist: The main functionality, input validation, and integration checks to perform.
Team contributions: A description of the responsibilities handled by each project member.

Clear documentation is particularly useful during a hackathon, where
team members may be working on different parts of the application at the
same time.

Preparing the Final Demonstration

For the final presentation, it is important to show the system in a way
that is easy to follow and relevant to the problem statement.

The HardwareMind demonstration can be explained in four stages:

Stage 1: The problem

Start with a hardware failure scenario and explain why engineers need a
structured way to investigate incidents.

Stage 2: Entering the incident

Show the user interface and explain how device information and symptoms
are entered into the application.

Stage 3: Reviewing the investigation

Submit the sample incident and explain the diagnosis returned by the
system. If previous incident information is available, demonstrate how
it provides additional context.

Stage 4: Learning from feedback

Explain how an engineer can confirm the root cause, enter the repair
information, and submit feedback to the learning workflow.

This sequence connects the project's technical features to a practical
engineering use case.

Challenges and What I Learned

One of the key challenges in preparing a technical demonstration is
explaining a system with multiple components without overwhelming the
audience.

I learned the importance of presenting a clear workflow and explaining
what happens at each stage rather than focusing only on the interface.

I also gained a better understanding of why testing and documentation
should be considered throughout development, not just at the end. A
testing checklist helps the team think about different user inputs and
possible integration problems. Documentation makes it easier to
communicate technical decisions and repeat the demonstration.

Working on this role also helped me understand how the different
responsibilities within a project come together to create a complete
prototype.

Future Improvements

There are several ways to improve the demo, testing, and documentation
process as HardwareMind develops further:

Add automated tests for frequently used features.
Expand the collection of sample hardware incidents for repeatable testing.
Include more detailed troubleshooting instructions for common setup and connection problems.
Improve the user guide with screenshots of each major step.
Create a repeatable demonstration script so the workflow can be presented consistently.

These improvements can help make the prototype easier to maintain and
extend.

Conclusion

My role as the Demo, Testing & Documentation Engineer gave me the
opportunity to work on the activities that help turn a technical
prototype into a clear and understandable project.

Preparing the demonstration workflow, organizing testing activities, and
documenting the system are all important parts of presenting an
engineering solution. Through HardwareMind, I learned how these
responsibilities support teamwork, improve communication, and help make
a project easier for others to understand.

The experience also showed me that building a project is only one part
of engineering. Testing it carefully, explaining it clearly, and
documenting how it works are equally valuable steps toward creating a
useful and reproducible solution.

DEV Community: Nikhil sai Kompelli

From Prototype to Presentation: My Role in Demo, Testing & Documentation for HardwareMind