Round 111
Legacy Migration Strategy
Our core enterprise software platform is built on a 15-year-old monolithic architecture that is slowing feature velocity and increasing infrastructure costs. Sales demand modern UI/UX and API integrations, while Engineering warns of mounting technical debt. We have a fixed budget for the next four quarters and must decide how to bridge the gap between maintaining current revenue and modernizing for future growth without halting all new product development.
Status
DECIDEDWinner
D · Implement a 'Strangler Fig' pattern, incrementally replacing individual modules with microservices while maintaining the monolith as the primary interface.Majority
D · Implement a 'Strangler Fig' pattern, incrementally replacing individual modules with microservices while maintaining the monolith as the primary interface.Duration
8375 msTopic
Options
Checks
Baselines
PPV
Top Influences
Samples
Answer Distribution
PPV
Influences
| Label | Role | Score |
|---|---|---|
| Claude Sonnet 5 | delegate | 1.150 |
| GPT 5.4 mini | delegate | 1.150 |
| Gemini 3 Flash Preview | delegate | 1.000 |
Voting matrix
Constructed Delegation Matrix
| To / From | Claude Sonnet 5 | GPT 5.4 mini | Gemini 3 Flash Preview |
|---|---|---|---|
| Claude Sonnet 5 | 0.000 | 0.000 | 0.150 |
| GPT 5.4 mini | 0.000 | 0.000 | 0.150 |
| Gemini 3 Flash Preview | 0.000 | 0.000 | 0.000 |
| A | 0.000 | 0.000 | 0.000 |
| B | 0.000 | 0.000 | 0.000 |
| C | 0.000 | 0.000 | 0.000 |
| D | 1.000 | 1.000 | 0.700 |
| E | 0.000 | 0.000 | 0.000 |
Embeddings
Sample Embeddings
Samples
Agent Responses
The Strangler Fig pattern directly addresses the constraint of a fixed budget and the need to avoid halting new development, since it allows incremental modernization while keeping the monolith operational as the safety net. Unlike a Greenfield rewrite (C), wh...
The Strangler Fig pattern minimizes risk by allowing incremental replacement of specific modules while keeping the legacy monolith functioning as the primary system, thus preserving current revenue streams without a "big bang" cutover. This approach directly b...
The Strangler Fig pattern balances risk and continuity by allowing incremental module replacement without a full rewrite, preserving stable revenue-generating operations while enabling parallel modernization. It directly addresses Sales' need for new capabilit...
The Strangler Fig pattern allows incremental modernization while maintaining the monolith as a fallback, minimizing risk to current revenue streams. It directly addresses the need for continued feature velocity (via new microservices) without a "big bang" rewr...
The Strangler Fig pattern allows incremental modernization while keeping the legacy system operational, balancing risk and continuity of revenue with progress toward new architecture. It avoids the all-or-nothing risk of a full rewrite (freezing feature work f...
The Strangler Fig pattern lets teams incrementally replace legacy modules with microservices while the monolith keeps running as the primary interface, so business operations and revenue continue uninterrupted. This approach directly matches the fixed-budget, ...
The Strangler Fig pattern allows incremental modernization while keeping the system operational and revenue-generating, addressing both Sales' need for new features and Engineering's technical debt concerns without the high risk of a full freeze/rewrite. It fi...
The Strangler Fig pattern allows incremental risk-managed migration, enabling new microservices to handle modern features while the monolith continues serving core revenue-generating operations. This directly addresses the constraint of a fixed budget and the ...
The best choice is the one that reduces risk while still delivering incremental modernization within a fixed budget. A full rewrite or wholesale architectural shift would likely stall revenue and exceed the four-quarter constraint, while middleware alone or to...
A full rewrite or a sudden full decoupling would be too risky under a fixed four-quarter budget because they threaten current revenue and slow delivery. The best approach is to modernize incrementally while keeping the existing system running, so teams can con...
The best choice is the one that reduces risk while still allowing continuous delivery. A full rewrite freezes business momentum, and a headless or GraphQL layer mainly improves the front door without really paying down the core technical debt. The Strangler Fi...
The best choice is to modernize incrementally while keeping the business running, since you need to preserve current revenue and continue shipping features under a fixed budget. The Strangler Fig pattern lets you replace high-value parts piece by piece, reduce...
The best choice is the option that lets the company modernize incrementally while preserving revenue and ongoing development. A Strangler Fig approach reduces risk by replacing the highest-value modules one at a time, avoids a costly all-at-once rewrite, and k...
A full rewrite is too risky under a fixed four-quarter budget, and freezing development would hurt revenue. A headless-only shift or GraphQL layer helps the frontend and APIs, but they do not directly reduce the core technical debt or create a safe path to mod...
The best option is to reduce risk while still delivering value each quarter. A Strangler Fig approach lets the team modernize incrementally, preserve current revenue by keeping the monolith running, and avoid the high risk of a full rewrite or a disruptive pla...
A full rewrite is too risky under a fixed four-quarter budget, and freezing product development would hurt current revenue. A headless-only or GraphQL-only approach can improve the frontend/API experience, but it does not directly reduce the core monolith’s te...
The 'Strangler Fig' pattern (Option D) is the most balanced approach, as it allows for the incremental modernization of high-value features into microservices without stalling product development. This method mitigates risk by providing a continuous delivery p...
The 'Strangler Fig' pattern (D) is the most balanced approach as it allows for incremental modernization of specific high-value modules without the high risk of a full rewrite. This strategy maintains current revenue by keeping the existing system operational ...
This scenario requires balancing the maintenance of current revenue with the need for future growth, API integrations, and UI/UX improvements. Option (A) allows the Engineering team to satisfy Sales’ demand for modern UI/UX by decoupling the frontend, providin...
The 'Strangler Fig' pattern (D) is the optimal strategy because it allows for incremental modernization while maintaining the stability of the existing revenue-generating system. This approach avoids the high risk of a total rewrite (C) and the temporary natur...
The most effective way to balance maintenance, revenue, and modernization is to adopt an incremental approach that avoids the risks of a "big bang" rewrite. The **Strangler Fig** pattern allows the team to deliver new features and API integrations as modern mi...
The best approach is to decouple the frontend via a headless architecture, as it directly addresses the immediate sales demand for modern UI/UX and API integrations. This strategy allows the engineering team to iterate on the user interface rapidly without bei...
The legacy migration requires a balance between maintaining revenue/new features and addressing technical debt within a fixed budget. Option (D), the Strangler Fig pattern, is the most strategic approach as it allows for incremental modernization of high-value...
The 'Strangler Fig' pattern (Option D) addresses the need to balance ongoing revenue and new development by allowing for incremental modernization without a high-risk full rewrite. This approach enables the team to decouple high-priority features into microser...
Timings
Stages
Errors