"Navigating the Dangerous Traps of Confidence and Engineering Considerations for Product Managers"

Aviral Vaid

Hatched by Aviral Vaid

Mar 25, 2024

3 min read


"Navigating the Dangerous Traps of Confidence and Engineering Considerations for Product Managers"


The world is filled with seemingly innocent factors that, when combined, can lead to disastrous outcomes. This article explores two areas where unexpected traps can arise: the interplay between confidence, patience, and trust, and the engineering considerations that product managers should be mindful of. By understanding these traps and taking proactive measures, individuals and teams can avoid falling into these pitfalls and achieve greater success.

The Confidence-Patience Trap:

Confidence and patience are traits that are often viewed as positive attributes. However, when these two characteristics intertwine, they can create a dangerous trap. Confidence in one's own ideas and decisions can blind individuals to signs that they may be wrong. Meanwhile, patience can lead to an indefinite extension of denial. The combination of these traits can result in a stubbornness that hinders growth and progress.

To overcome this trap, it is essential to strike a balance between confidence and openness to feedback. Recognize that being confident in your abilities does not mean you are infallible. Embrace a growth mindset and actively seek out differing perspectives. Surround yourself with individuals who are not afraid to challenge your ideas. By doing so, you can avoid the pitfalls of the confidence-patience trap and foster an environment of continuous improvement.

The Unique Perspectives Trap:

We often admire individuals who think in unique and innovative ways. However, it is important to recognize that these individuals may also possess unconventional ideas that may not always be beneficial. In the realm of business, success often comes from a collaboration between two types of individuals: the one who generates crazy ideas and the one who filters and refines those ideas.

Finding the right balance between these two perspectives is crucial. Understand your strengths and weaknesses, and be transparent about them. Embrace your unique way of thinking, but also acknowledge the value of collaboration and diverse viewpoints. Surround yourself with individuals who complement your skill set and challenge your assumptions. This collaborative approach will lead to a more well-rounded decision-making process and ultimately drive success.

Engineering Considerations for Product Managers:

Product managers play a vital role in overseeing the development and implementation of products or services. In this role, it is essential to be aware of the engineering considerations that can impact the success of a project. Here are some key factors to watch out for:

1. Real-time Requirements:

Consider whether the results of algorithms can be calculated in advance or if they need to be determined in real time. Understanding this distinction will influence the design and implementation of your product. Real-time requirements often introduce complexities that need to be carefully addressed.

2. Data and Model Dependencies:

When data is added or modified, it is important to identify which models need to be re-run or re-trained. Additionally, determining the acceptable service level agreements (SLAs) for updates is crucial. By understanding the dependencies between data and models, product managers can ensure the accuracy and reliability of their products.

3. Data Collection Methods:

Consider how data is collected - whether it is done in batch or streamed continuously, and whether it is pushed or pulled. These considerations have implications for the design of data pipelines and the choice of storage methods. Real-time requirements further complicate data collection, requiring careful planning and implementation.


In the pursuit of success, it is crucial to be aware of the traps that can hinder progress. By understanding the interplay between confidence, patience, and trust, individuals can avoid falling into the confidence-patience trap. Additionally, product managers must be mindful of engineering considerations to ensure the success of their projects. By striking a balance between unique perspectives and collaboration, and by incorporating actionable advice, individuals and teams can navigate these traps and achieve their goals. Remember that success often arises from a combination of innovative thinking, open-mindedness, and careful planning.

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