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Ghost Trace — screenshot 1
Ghost Trace — screenshot 2

Ghost Trace

Ghost Trace — Solving Software Mysteries Before They Become Incidents.

Codex Community Hackathon - Pune

Links

Repository

github.com/VishakhaVB/ghosttrace-agents

Website

ghosttrace-agents-gray.vercel.app

Demo video

youtu.be/j32DPebqhXQ

Additional info

How was your experience building with Codex?

Building with Codex was a great experience. It significantly accelerated our development process by helping us scaffold features, debug issues, and explore architectural decisions faster than traditional workflows. For GhostTrace, Codex acted like an engineering copilot, allowing us to spend more time refining the product vision and AI agent interactions rather than getting stuck on implementation details. It was especially useful for rapid prototyping and iterating on complex multi-agent workflows.

Describe your experience using Loops House as the hackathon platform. What worked well, what challenges (if any) did you face, and what improvements would you like to see?

Loops House provided a smooth and organized platform for managing the hackathon experience. The event information, updates, and submission process were easy to access and navigate. A useful improvement would be adding more real-time notifications and a dedicated participant discussion space.

Tell us about your overall experience at Codex Community Hackathon Pune.

The Codex Community Hackathon Pune was an exciting and highly engaging experience. It provided a great opportunity to build innovative solutions, collaborate with fellow developers, and learn from mentors and participants. The event was well-organized and created a motivating environment for builders.

What could Codex Community improve to create a better experience for participants?

The experience was already very positive, but additional mentor office hours and more technical workshops during the event could make it even better. More networking opportunities between teams and industry experts would also add value. A post-hackathon feedback and project showcase session would be a great addition.

Team

2 members
  • SH

    Shrushti Gaynar

    Owner
  • VI

    vishakha bhilwadkar

    project manager

Overview

Ghost Trace is an AI-powered software investigation room that helps developers understand why a codebase became difficult to maintain—not just what is wrong with it.

Instead of generating isolated warnings, Ghost Trace reconstructs the evolution of a software system by analyzing its architecture, dependencies, commit history, and technical debt. It uncovers the decisions, patterns, and hidden risks that gradually led to complexity, instability, and future maintenance challenges.

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