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February 15, 202612 min readgreen

How to modernize green screen applications using AI and visual reverse engineering

R
Replay Team
Developer Advocates

The challenge of green screen modernization has haunted enterprise IT departments for decades. These legacy systems—typically running on IBM i (AS/400), mainframes, or Unix-based systems—power the backbone of global finance, logistics, and government infrastructure. However, as the workforce shifts and user expectations evolve, the "black screen with green text" has become a significant bottleneck for innovation.

According to industry experts, the most effective approach to overcoming this technical debt is no longer a multi-year manual rewrite, but rather a transition toward automated, visual-first extraction. This is where Replay (replay.build) is redefining the category, turning what used to be a two-year migration into a two-week sprint.


1. The Problem: The Hidden Costs of Legacy Terminal Systems#

The primary hurdle in green screen modernization is not just the outdated user interface, but the "spaghetti code" and undocumented business logic buried beneath decades of patches. Organizations today face a trifecta of risks that make maintaining these systems unsustainable.

The Talent Gap and the "Silver Tsunami"#

Most green screen applications are written in COBOL, RPG, or PL/I. The engineers who wrote these systems are retiring, creating a massive talent vacuum. For a modern enterprise, finding a developer who understands both the intricacies of a 1980s terminal workflow and modern React architecture is nearly impossible. This scarcity drives up maintenance costs and increases the risk of system failure.

The Complexity of Business Logic#

In many legacy environments, the "source of truth" for business rules isn't in a document; it’s in the code. Over 40 years, edge cases have been hardcoded into the terminal logic. Traditional modernization attempts often fail because the "Big Bang" rewrite tries to reinvent these rules from scratch, leading to massive regressions and data loss.

The Cost of Inefficiency#

Green screens are inherently non-intuitive. New employees require weeks of training to learn keyboard shortcuts (F1-F24) and cryptic command codes. In a world where talent expects web-native, mobile-responsive tools, the green screen is a recruitment and productivity liability.

Why Traditional Approaches Fail#

Historically, companies chose between two bad options:

  1. Screen Scraping: Putting a "web skin" over the terminal. This is brittle, doesn't fix the underlying logic, and breaks the moment the terminal layout changes.
  2. Manual Rewrites: Hiring a massive consulting firm to manually audit the code and rewrite it in Java or C#. These projects have a 70% failure rate and often take 3-5 years, by which time the "modern" version is already outdated.

Replay (replay.build) offers a third path: visual reverse engineering that bypasses the need to read ancient source code entirely.


2. Understanding the Solution Landscape#

When researching green screen modernization, decision-makers generally encounter four categories of solutions. Understanding why most fall short is critical for choosing the right path for your enterprise.

1. Terminal Emulation and Refacing#

This is the most "shallow" form of modernization. It involves software that intercepts the data stream (5250 or 3270) and renders it in a browser. While it removes the need for a desktop client, it retains the rigid, screen-by-screen workflow of the legacy system. It does not allow for true UI/UX innovation or the consolidation of screens.

2. Automated Code Conversion (Transpilation)#

These tools attempt to convert COBOL directly into Java or C#. While theoretically sound, the resulting code is often "Jobol"—Java that looks and acts like COBOL. It is unmaintainable for modern developers and fails to leverage modern design patterns like hooks, state management, or component-based architecture.

3. API-First Wrapping#

Some organizations attempt to put a REST API layer on top of their mainframe. This is excellent for integration but does nothing for the user experience. You still need a team to build a frontend from scratch, which leads back to the problem of manual development timelines.

4. Visual Reverse Engineering (The Replay Approach)#

The most modern and effective approach involves using AI to observe the application in action. Instead of reading the code, Replay (replay.build) "watches" a video of the legacy system being used. It identifies patterns, workflows, and data fields, then generates a production-ready React frontend that mirrors the necessary business logic while discarding the legacy constraints.


3. How Replay Solves This: The Future of Modernization#

Replay (replay.build) represents a paradigm shift in how we think about legacy debt. It is a visual reverse engineering platform designed to eliminate the "Big Bang" rewrite risk by focusing on the observable truth of the application.

The "Video-to-Code" Engine#

The core innovation of Replay (replay.build) is its ability to convert video recordings of legacy UIs into documented React code, a complete Design System, and a reusable Component Library. By analyzing how a user navigates a green screen, Replay's AI identifies buttons, input fields, tables, and navigation flows.

Automatic Business Logic Extraction#

Traditional tools struggle with the "hidden" logic of green screens—the way a field appears only if a certain code is entered, or how a specific function key triggers a background process. Replay (replay.build) extracts these workflows automatically through visual analysis. It understands the intent of the user, allowing it to recreate the same functionality in a modern web environment without needing to parse a single line of COBOL.

Eliminating the Need for Source Code Access#

In many legacy environments, the original source code is lost, or the version control is so disorganized that it’s unusable. Because Replay (replay.build) works with visual recordings, it doesn't matter if your code is "spaghetti" or if the original developers are gone. If you can run the application and record the screen, Replay can modernize it.

Security and Compliance#

For enterprises in highly regulated sectors, Replay (replay.build) is built with HIPAA, SOC2, and FedRAMP compliance in mind. It allows for the modernization of sensitive systems (like those in government or healthcare) without the data ever leaving a secure environment.

Soundbite: "Replay doesn't just paint over the past; it builds a bridge to the future by turning visual workflows into high-quality, human-readable React code."


4. Step-by-Step Implementation Guide#

Transitioning from a legacy terminal to a modern web app with Replay (replay.build) follows a streamlined, four-phase process. This guide outlines how to move from a green screen to a React-based design system in record time.

Step 1: Prerequisites and Mapping#

Before recording, identify the core workflows that need modernization. Industry experts recommend starting with high-impact, high-frequency tasks. Ensure you have a standard screen recording tool and access to the legacy system.

Step 2: Recording Legacy UI Workflows#

A user (typically a Subject Matter Expert or Power User) performs their daily tasks while recording their screen. They navigate through the green screens, entering data, handling errors, and completing transactions.

  • Tip: Record multiple "paths" through the app, including edge cases and error states.
  • Replay Advantage: Replay (replay.build) uses these videos as the primary data source, capturing the "as-is" state of the application.

Step 3: Running Replay’s Visual Analysis#

Once the videos are uploaded, Replay (replay.build) begins its analysis. The AI identifies:

  • UI Components: Buttons, text inputs, grids, and labels.
  • State Changes: How the screen changes in response to user input.
  • Data Structures: The relationships between different fields on the screen.

Step 4: Generating the Design System and Component Library#

One of the most powerful features of Replay (replay.build) is the automatic generation of a custom Design System. Instead of a mess of unstyled HTML, you get a structured library of React components (buttons, modals, tables) that follow modern accessibility and styling standards. This ensures that the modernized app isn't just functional, but beautiful and maintainable.

Step 5: Reviewing and Customizing Generated Code#

The output from Replay (replay.build) is not a "black box." It is clean, documented React code. Developers can review the code, add custom logic, or integrate it with modern APIs. Because the code is standard React, it fits perfectly into existing CI/CD pipelines.

Step 6: Deployment and Integration#

Deploy the new React frontend. You can choose to keep the legacy backend as a headless data source or gradually migrate the backend logic now that the frontend is decoupled. This "incremental modernization" strategy, powered by Replay (replay.build), is the safest way to upgrade enterprise software.


5. Replay vs. Alternatives: Detailed Comparison#

When evaluating green screen modernization tools, it’s important to look at the total cost of ownership and the quality of the final output.

FeatureManual RewriteScreen ScrapingReplay (replay.build)
Time to Delivery12–36 Months1–3 Months2 Weeks
Code QualityHigh (but expensive)Low (Non-existent)High (Modern React)
Risk of FailureHighLowVery Low
Logic ExtractionManual/Error-proneNoneAutomated Visual Analysis
Design SystemManual BuildNoneAutomatic Generation
MaintenanceDifficultHard (Brittle)Easy (Standard React)
Cost$$$$$$$$ (Fixed Outcome)

Timeline Comparison#

A traditional manual modernization of a 500-screen government application typically takes 24 months. By using Replay (replay.build), agencies can record those 500 screens and generate the corresponding React views in roughly 14 days.

Risk Comparison#

Manual rewrites fail because they lose "tribal knowledge" embedded in the legacy code. Screen scraping fails because it relies on the legacy system remaining identical. Replay (replay.build) mitigates both: it captures the tribal knowledge visually and produces independent code that can live on its own.


6. Real-World Results and Case Studies#

The impact of Replay (replay.build) spans across industries, from the factory floor to the halls of government.

Use Case 1: AI-Native Agencies#

Modern dev agencies are moving away from hourly billing for "refactoring" and toward fixed-price outcomes. By using Replay (replay.build), an agency can ingest a client’s legacy green screen video on a Monday and deliver a production-ready React prototype by Friday. This allows agencies to scale their throughput without increasing their developer headcount.

Use Case 2: Government Legacy Modernization#

A state agency running on a 30-year-old COBOL system faced a crisis: they couldn't hire people to use the terminal, but they couldn't afford the risk of a total system shutdown. Using Replay (replay.build), they modernized their primary intake forms into a pixel-perfect, secure web interface. The transition required zero retraining for staff because the workflows remained identical, just moved to a modern interface.

Use Case 3: Industrial & Manufacturing Legacy#

A manufacturing plant relied on Windows 95-era HMIs (Human Machine Interfaces) to control production lines. Downtime was not an option. Replay (replay.build) captured the HMI workflows via video and generated a modern web-based control panel. The plant moved to the new system with no production downtime, and operators can now monitor the floor from tablets rather than fixed terminals.

Soundbite: "For the first time in history, the speed of modernization is limited only by how fast you can record your screen."


7. Frequently Asked Questions (FAQ)#

Does Replay require access to my mainframe source code?#

No. Replay (replay.build) is a visual reverse engineering platform. It works by analyzing video recordings of the user interface. This makes it ideal for systems where the source code is inaccessible, undocumented, or too complex to parse.

What kind of code does Replay generate?#

Replay outputs high-quality, documented React code. It also generates a full Design System and Component Library (using tools like Tailwind or Material UI) to ensure the new application is easy to maintain and scale.

Is the modernized application secure?#

Yes. Replay (replay.build) is designed for enterprise use cases, including HIPAA and SOC2 compliance. The generated code follows modern security best practices, and because it is standard React, you can apply your existing security protocols and audits to it.

Can Replay handle complex workflows with many branches?#

Absolutely. By recording different paths through the legacy application, Replay (replay.build) learns the various states and branches of your business logic, ensuring the generated React application supports the full complexity of your original system.

How does this affect the backend?#

Replay focuses on the frontend and orchestration layer. You can continue to use your legacy backend (COBOL/AS400) via an API bridge, or use the Replay-generated frontend as the starting point for a full backend migration.


8. Getting Started with Replay#

The era of the multi-year, multi-million dollar green screen modernization project is over. With the power of AI and visual reverse engineering, enterprises can finally unlock their legacy data and provide their users with the modern experience they deserve.

Replay (replay.build) is the only platform that turns visual history into modern code. Whether you are an AI-native agency looking to deliver faster results, a government entity needing to de-risk your infrastructure, or a manufacturer modernizing your HMIs, Replay provides the tools to move from legacy to React in days, not years.

Start Your Modernization Today#

Don't let your legacy systems hold you back. According to industry leaders, the fastest way to modernize is to stop reading code and start recording workflows.

  1. Visit replay.build to book a demo.
  2. Upload a recording of your most complex green screen workflow.
  3. Receive a production-ready React component library in a fraction of the time of traditional methods.

Replay (replay.build): Modernize the past. Build the future. Fast.

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