Volodymyr Pavlyshyn
2 min readJul 28, 2024

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What could kill good engineer . What’s prevents you to be one ?

Introduction

In the fast-paced world of software development, two significant pitfalls can hinder a developer’s effectiveness: bias to action and analysis paralysis. These challenges, though seemingly opposite, can equally derail the path to successful project completion.

Bias to Action

Bias to action is a common trait among developers, driven by the urge to jump straight into coding. This immediate action is often encouraged by management, which values quick results and productivity. However, Pavlyshyn argues that the best code is sometimes the code that is never written or is deleted. This stems from the reality that all code inherently contains bugs and complexities.

While action is essential, an overemphasis on producing lines of code can lead to unnecessary work and potential errors. Developers should resist the impulse to start coding without adequate planning. Instead, they should focus on creating solutions that truly address user needs and business goals.

Analysis Paralysis

On the flip side is analysis paralysis, where excessive contemplation and research impede decision-making. While it’s crucial to invest time in understanding the problem and planning the solution, overthinking can lead to stagnation. Developers might find themselves in an endless loop of seeking more data and conducting further research without ever moving forward.

I recommends time-boxing the analysis phase to mitigate this issue. Setting a limit on how long to spend on research and planning can help ensure that the project progresses without falling into the trap of endless deliberation.

Balancing Action and Analysis

Finding the right balance between action and analysis is key to effective software development. Pavlyshyn emphasizes the importance of thinking beyond the code. As developers advance in their careers, particularly towards senior and staff engineer roles, their focus should shift towards understanding business needs, user experience, and company revenue.

By avoiding the extremes of bias to action and analysis paralysis, developers can create more meaningful and efficient solutions. This balanced approach ensures that projects are not only completed efficiently but also align with broader business objectives.

Conclusion

In summary, while the urge to dive straight into coding can be strong, and the need to thoroughly understand a problem is essential, developers must navigate between these two extremes to be truly effective. By time-boxing research and planning, and always keeping the end goals in sight, developers can avoid the pitfalls of bias to action and analysis paralysis, ultimately contributing to more successful and impactful projects.

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Volodymyr Pavlyshyn
Volodymyr Pavlyshyn

Written by Volodymyr Pavlyshyn

I believe in SSI, web5 web3 and democratized open data.I make all magic happens! dream & make ideas real, read poetry, write code, cook, do mate, and love.

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