From understanding the problem to->building the system

Bhargav Sai Dhiravathu — Sat, 28 Mar 2026 11:32:00 +0000

Phase 1 was about clarity.
Phase 2 is about execution.

In the initial phase, we spent time understanding the problem from the ground up — the users, their constraints, and what actually matters in real-world scenarios. That effort was reflected in the positive feedback we received on our approach and system thinking, which gave us confidence in our direction.

But Phase 2 is where that direction is being tested.

Once we moved into development, one thing became very evident:

There is a clear difference between designing a system and implementing it.

On paper, everything feels structured — workflows are clean, decisions are defined, and the system appears complete.

In practice, things behave differently.

Working with real-time inputs, handling uncertainty, and ensuring consistency across the system introduces a different level of complexity altogether.

So instead of rushing into building everything, we made a conscious shift in approach.

We started focusing on:

What is essential for the system to function
What can be realistically implemented within constraints
What can be simulated without losing the core idea

This helped us move from a feature-driven mindset to a system-driven one.

One important learning from this phase:

A good solution is not defined by how much it does,
but by how reliably it does what it is supposed to do.

From a development perspective, this phase reinforced a practical rule:

If something cannot be built well within the given timeline, it should not be part of the system.

This is less about limiting scope, and more about protecting quality.

We are now building in layers:

Starting with a working core,
then improving accuracy,
and gradually refining the system.

Phase 2 is still in progress, but the shift is noticeable.

It no longer feels like an idea being described.
It feels like a system being constructed.

Team ALPHANEXUS
Guidewire DEVTrails 2026

Not just a hackathon… this feels different 🔥

Bhargav Sai Dhiravathu — Wed, 18 Mar 2026 16:39:24 +0000

I thought this hackathon would be straightforward.
Read the problem. Start coding. Submit.
But this time, it didn’t work that way.

When we first received the problem statement, we believed we understood it. After revisiting it for a few days, we realized we didn’t fully grasp it.

There is a clear difference between reading a problem and understanding the people behind it.

So we made a deliberate decision to pause development.

Instead of jumping into coding, we focused on asking the right questions:
Who are we building for
What challenges do they face
What genuinely helps them
What is merely “nice to have”

This phase took nearly a week. At the time, it felt slow, but in hindsight, it was the most valuable step in our process.

Once we gained clarity, everything else became much more straightforward.

Feature decisions became easier.
Choosing the tech stack became clearer.
Most importantly, we understood what not to build.

In our team, I am responsible for development, which made one thing very clear:

If something cannot be built within our timeline, it does not go into the product.

No overengineering.
No unnecessary complexity.

One key lesson stood out: scope can make or break a project.

We are now approaching our Phase 1 submission.

Our deliverables include:
GitHub repository
Project README
A 2-minute demo video

For anyone participating in a hackathon:

Avoid rushing into development.
Spend more time understanding the problem.

Once that foundation is clear, execution becomes much easier.

We are still learning and iterating.
But now it feels like we are building something real — not just submitting a project.

Will share our Phase 1 results soon.

Team ALPHANEXUS
Guidewire DEVTrails 2026

DEV Community: Bhargav Sai Dhiravathu

From understanding the problem to->building the system

Not just a hackathon… this feels different 🔥