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EngineeringMay 20, 20266 min read

How we decide what to build first

A deep dive into our prioritization framework, balancing immediate client requests with long-term architectural scalability.

M
Mohit Sharma
Lead Engineer
How we decide what to build first

The Prioritization Dilemma

Every engineering team faces the same fundamental challenge: an endless backlog of feature requests, bug fixes, and technical debt, paired with finite engineering hours. At Apargo, we’ve developed a battle-tested framework that removes the guesswork from our roadmap.

1. Impact vs. Effort Matrix

We start by categorizing every initiative into a strict 2x2 matrix. However, unlike traditional models, we weigh "Architectural Leverage" heavily. If a feature solves an immediate client need AND lays the groundwork for future microservices, its priority score multiplies.

"Building for today is necessary, but building reusable architectural blocks is what creates true engineering leverage."

2. The RICE Score Adaptation

We utilize Reach, Impact, Confidence, and Effort (RICE), but we add a fifth variable: Maintenance Overhead (M). A feature that takes 2 weeks to build but requires permanent manual operational support is penalized compared to a self-healing automated service.

Key Takeaways for Your Team

  • Always quantify technical debt reduction in terms of future velocity gained.
  • Involve product managers in architectural discussions to align business goals with system design.
  • Protect 20% of every sprint dedicated purely to refactoring and tooling improvements.
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