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Removing the blackbox in software engineering: Why every tech founder should prioritize engineering metrics.

Speed is one of the main advantages in startups , often the key differentiator between success and stagnation. Having navigated the entrepreneurial journey twice, I understand the critical role that the engineering team plays in fueling growth. However, what I’ve come to realize is that without full visibility into the intricacies of the engineering processes and a keen eye on metrics, the journey to growth can be hampered significantly. The power of engineering visibility is a growth lever that most founders fail to pull in their favor.

Fueling Growth with Data-Driven Decisions

In the race to win, startups rely on their engineering teams to deliver high-quality code swiftly. This need for speed demands informed decision-making, and this is where data becomes the true ally of the CEO and Founder. By having a comprehensive understanding of engineering metrics, leaders can identify trends, bottlenecks, and opportunities that would otherwise remain hidden.

DORA Metrics: A North Star for Engineering Excellence

To achieve this level of insight, leveraging DevOps Research and Assessment (DORA) metrics becomes paramount. DORA metrics, which include deployment frequency, lead time for changes, time to restore service, and change failure rate, offer a standardized and proven framework for evaluating the performance of development and operations teams. By tracking these metrics, CEOs and Founders can gain a clear understanding of how efficiently their engineering teams are operating and where improvements can be made.  If you’re reading this article, just start with DORA metrics.

Navigating Beyond Gut Feelings

For too long, engineering leaders, including VPs of Engineering and CTOs, have navigated their domains based on gut feelings and intuition. While experience and instinct are valuable, they should not be the sole guiding forces in the fast-paced world of technology. CEOs and Founders need to empower their engineering leaders with the tools and insights necessary to make data-driven decisions.

Engineering Platforms: The Command Center for Visibility

Investing in a robust engineering platform is akin to establishing a command center for the leadership team. These platforms consolidate data from various stages of the development lifecycle, providing real-time visibility into the progress of projects, identifying potential roadblocks, and ensuring alignment with business goals. By leveraging an engineering platform, leaders can make informed decisions grounded in concrete data.

Unlocking Efficiency with AI for Developers

As technology evolves, so should the tools at the disposal of engineering leaders. Artificial Intelligence (AI) for developers is an emerging trend that holds immense potential in enhancing the efficiency of engineering teams. By employing AI-powered tools, tasks such as code review, bug detection, and even predicting potential bottlenecks can be automated. This not only accelerates the development process but also allows human resources to focus on higher-value creative and strategic aspects of their work.

Strategic Deployment of AI: A Force Multiplier

The strategic deployment of AI in the engineering workflow serves as a force multiplier. For instance, AI-driven analytics can provide insights into code quality trends, enabling preemptive measures to maintain a high standard. Additionally, AI can optimize resource allocation, identifying areas where skills are lacking or where additional manpower is needed.

Fostering a Culture of Continuous Improvement

Visibility into engineering metrics is not a one-time exercise but rather a continuous journey. CEOs and Founders should foster a culture of continuous improvement within their engineering teams. Regularly reviewing metrics, celebrating successes, and addressing challenges head-on creates a feedback loop that fuels iterative enhancements.

Empowering Teams for Success

By providing engineering leaders with the tools and support needed for comprehensive visibility, CEOs and Founders empower their teams to succeed. This not only accelerates code deployment but also enhances the overall quality of the product, contributing significantly to the growth trajectory of the startup.

In conclusion, prioritizing visibility into engineering team metrics is not just a choice; it’s a strategic imperative for startups aiming for rapid and sustained growth. From embracing DORA metrics to investing in engineering platforms and harnessing the power of AI, the path to success lies in making informed, data-driven decisions. As a founder, it’s not about navigating blindly but about steering the ship with precision and purpose, leveraging the insights that visibility into engineering metrics provides.

Mitigating bug/errors with an AI Code reviewer on Pull Requests

Bugs are obviously a huge issue, especially in startups that are moving  fast. Startups with limited resources and time can’t afford long Lead Times and bugs making their way into production can have severe consequences, including system failures and damaged reputation leading to customer churn. Enabling your team to spot bugs sooner, with access to identify potential errors during the code review process in real time can be a game changer. This not only saves developers 30% of their time but also prevents the costly repercussions of shipping defective code. Navigating complex codebases is a common challenge for developers. Time spent searching for specific lines of code can hinder productivity. Astronuts, also solves this problem to lower the developer discovery time navigating through millions of lines of code.

Astronuts was built to help CEOs and engineering leaders, in a way that solves many challenges throughout the software development life cycle. If you’re a CEO or an Engineering leader looking to get answers from your engineering team and most importantly, help improve productivity, look no further and sign up for a free trial with Astronuts.

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DORA metrics, developer productivity metrics
Michel Francis

Removing the blackbox in software engineering: Why every tech founder should prioritize engineering metrics.

Speed is one of the main advantages in startups , often the key differentiator between success and stagnation. Having navigated the entrepreneurial journey twice, I understand the critical role that the engineering team plays in fueling growth. However, what I’ve come to realize is that without full visibility into the intricacies of the engineering processes and a keen eye on

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