The Practical Guide to Reverse Engineering XXL Codebases with Agentic AI

IMPORTANT: Participants must register through the registration link

Shortlisted candidates would receive a confirmation a few days before the event. As we have a limited number of seats, registration is mandatory, and we recommend registering soon.

About the Event

If you thought ‘infinite context’ windows can effortlessly swallow your enterprise monolith, then think again. This session shatters the illusion of massive prompt windows and introduces a practical, distributed-systems approach to AI context management. Discover the exact framework used to orchestrate an army of specialised, tool-driven subagents that can successfully map out and reverse-engineer 10,000+ file XXL codebases without ever hitting the context wall.

Harshad will take you through how these specialised agents divide and coordinate the work, progressively build an understanding of a large codebase, and turn an otherwise overwhelming reverse-engineering problem into a structured, scalable process. The session will also explore the architectural choices that make this approach work in practice, and where the real challenges emerge when AI agents tackle enterprise-scale systems.

What you’ll learn:

How to manage AI context when working with massive enterprise codebases
How specialised, tool-driven subagents can divide and coordinate reverse-engineering work
A practical framework for mapping and understanding 10,000+ file XXL codebases
The architectural patterns that make multi-agent context management scalable
What it takes to move beyond a single agent trying to understand an entire codebase at once

Format

The event will feature short talk on relevant topic, followed by interactive discussions and Q&A. The format encourages participants to share experiences, exchange ideas, ask questions, and learn from each other in an informal and engaging setting.

🎤 Facilitators

👨‍🏫 Harshad Nawathe
Solution Consultant at Sahaj Software with over 16 years of experience building scalable software, distributed systems, and data products. With a background deeply rooted in core software engineering and agile practices, he is currently helping large enterprises on AI enablement and legacy system modernisation, leveraging agentic AI to navigate, decode, and transform complex codebases safely.

Event Details

Date: Saturday, Sept 31st, 2026
Time: 09:30 AM – 11:30 AM (IST)
Location: Second Floor, Vindhya C4, CIE IIIT-H Campus, Gachibowli, Hyderabad

Who Should Attend

Developers with 8+ years of experience who want to understand practical approaches to using AI beyond simple coding assistance.
Senior software engineers and tech leads working with large, complex enterprise codebases.
Solution architects and technical consultants involved in legacy modernisation and system understanding.
AI engineers and developers exploring agentic AI, multi-agent systems, and tool-driven workflows.
Engineering leaders and architects interested in scalable AI solutions for real-world enterprise problems.

👉 Important Registration Notice

All registrations will be waitlisted initially
Only an official confirmation email guarantees entry
Meetup/platform emails are not confirmation