How to Set Effective OKRs for Developers: Principles, Efficiency, Quality, Sustainability, and Measurability

Programmers dislike arbitrary measurement standards, and technical leaders often wonder how to evaluate their teams. Traditional OKRs mistakenly equate lines of code with productivity and bug counts with performance.

This article, written from a technical leader’s perspective, offers practical guidance on setting meaningful OKRs for developers.

Table of Contents

1. Introduction

2. First Principles

3. Efficiency

4. Quality

5. Sustainability

6. Measurability

7. Conclusion

01. Introduction

Key questions to consider:

If both 1,000 lines and 10 lines solve the same problem, which version should receive better performance evaluation?

Will rewarding extra code lead to bloated, hard‑to‑maintain software?

Will encouraging the shortest code increase communication costs due to reduced readability?

OKR has largely replaced KPI across industries, including IT. Top‑down OKRs are set by leaders and cascaded down, often misaligned with actual productivity. Bottom‑up OKRs face challenges when submitted work does not meet expectations.

Modern business demands cost reduction and efficiency, prompting a deeper understanding of OKR: developers should not merely respond to product demands but proactively consider business value, priority, reasonableness, and urgency.

02. First Principles

The business’s objectives are the primary principle; the development team serves as a supporting tool. Development goals must align with business goals and cannot surpass them.

Two extensions:

Team’s Subjective Initiative: Different developers may implement the same requirement differently; treating all as equal ignores individual contribution.

Efficiency and Quality: These are the two dimensions to evaluate developer performance.

Thus, the real OKR is not just “complete the requirement” but “complete the requirement excellently.”

03. Efficiency

Efficiency means speed, including rapid delivery, low operational overhead, and fast iteration. Example: reducing build time from 10 minutes to under 2 minutes can be a concrete KR.

Achieving efficiency may require bottom‑up feedback to identify realistic technical routes and timelines.

04. Quality

Quality encompasses good user experience, security, and reliability (e.g., low MTTR). High quality is the foundation for meaningful speed; it is ensured through standards and processes such as gray‑release practices.

Balancing quality and efficiency may involve measuring how quickly quality can be ensured.

05. Sustainability

Both speed and quality must be sustainable; recurring technical debt must be addressed as part of OKRs.

06. Measurability

OKRs must be objectively measurable. For example, improving a system’s response time from 300 ms to 200 ms provides a clear metric.

Two measurement guidelines:

Focus on outcome‑based metrics rather than output.

Prioritize metrics that reflect team‑wide impact over individual output.

Applying these principles helps create OKRs that motivate and guide development teams effectively.