Why does deploy frequency matter?

Engineering Metrics

Oct 13, 2023

In the realm of software engineering, the frequency of deployment has emerged as a pivotal metric. But what makes it so crucial for an engineering team, stakeholders, and the broader organization? Let's explore the significance of deploy frequency and its implications in the software development landscape.

Continuous Deployment vs. Continuous Delivery: A Clarification

Before we delve into the essence of deploy frequency, it's imperative to distinguish between two often-interchanged terms: Continuous Deployment and Continuous Delivery.

Continuous Deployment is a practice where every code change undergoes the entire pipeline and is automatically deployed to the production environment. This approach ensures that users witness changes in real-time, necessitating a robust level of automation in testing and deployment processes.

Conversely, Continuous Delivery ensures that code changes are automatically tested for bugs and are primed for deployment to production, albeit requiring manual approval.

Both methodologies underscore the importance of deploy frequency. But why is it so pivotal?

The Relevance of Deploy Frequency

  1. Instant Feedback: A high deploy frequency implies that updates, fixes, or new features are regularly released to users. This provides the engineering team with immediate feedback, facilitating rapid iterations and enhancements.

  2. Optimized Development Process: Regular deployments streamline the development process. The engineering team becomes proficient at pinpointing bottlenecks, ensuring a seamless and efficient workflow.

  3. Boosted Team Performance: A consistent deploy frequency often correlates with a motivated engineering team. Witnessing their work go live frequently instills a sense of achievement, propelling them to maintain or even amplify the momentum.

  4. Stakeholder Contentment: For stakeholders, frequent deployments translate to a swifter time-to-market, aligning closely with business goals and ensuring the engineering organization remains agile.

  5. Risk Reduction: Deploying in smaller, frequent batches diminishes the risks associated with each release. Swift identification and rectification of issues ensure minimal downtime and heightened customer satisfaction.

Metrics: The Backbone of Deploy Frequency

Deploy frequency isn't an isolated concept. It's interwoven with various metrics that offer a comprehensive view of engineering productivity. Some pivotal metrics include:

  • Cycle Time: The duration from the inception of the code until its deployment. A condensed cycle time often signifies an efficient development process.

  • Lead Time: The time span from when a new feature is conceptualized to its delivery to the user.

  • Code Review Metrics: These encompass the time allocated for code reviews, the depth of these reviews, and the number of pull requests. Efficient code review processes typically lead to superior code quality.

  • Downtime Metrics: This pertains to the duration the application remains inaccessible to users. Minimizing downtime is paramount for user trust and satisfaction.

Bridging the Gap with BuildPulse

While comprehending and monitoring these metrics is vital, having the right tools to facilitate this is equally crucial. This is where BuildPulse Engineering Metrics comes into the picture. Not only does it aid engineering teams in tracking these metrics, but it also provides actionable insights for optimization. Moreover, with features like developer copilot notifications on stale pull requests and reviews, it ensures that the team remains on top of their tasks. By leveraging such tools, engineering leaders can ascertain that their teams are not merely active but also productive.

Wrapping Up

Deploy frequency stands as more than a mere number. It mirrors an engineering team's agility, efficiency, and alignment with overarching business objectives. By emphasizing deploy frequency and the intertwined metrics, engineering organizations can champion continuous improvement, ensuring consistent and efficient value delivery.

In the ever-evolving world of software development, it's not just about relentless hard work but also about intelligent strategizing. Deploy frequency, fortified by the right metrics and tools like BuildPulse, provides the roadmap for this journey.

FAQ

Does BuildPulse replace my current CI system?

No.

We use GitHub Actions / CircleCI / Semaphore CI self-hosted functionality to run your builds on our infrastructure.

Other than faster builds, there are no changes to your developers' workflows - you can continue using your CI system as-is.

How is BuildPulse faster than GitHub Actions hosted runners?

We use GitHub’s self-hosted functionality to run your builds on our infrastructure with latest generation + high single-core performance CPUs, also then further optimized for CI-type workloads. We’ve also tuned our VMs and block storage devices, increasing baseline performance while also cutting costs in half.

We also provide a toolkit to further speed up your pipelines, which includes ultra fast remote docker builders, docker layer caching, dependency caching, and more. With all of these improvements, we’ve seen 2x+ performance improvements in build times.

Can I use BuildPulse with other CI providers than GitHub Actions?

Yes! BuildPulse Runners will run jobs for CircleCI, SemaphoreCI - GitLab coming soon.

We aim to support all popular CI systems. If you're using one that's not listed, please contact support@buildpulse.io!

Is there a free trial available?

Yes, you can book a meeting here!

How do you secure my builds?

BuildPulse runs each job in a network- and compute- isolated environment with ephemeral VMs that leave behind a clean state after every run.

Do you support Mac and Windows runners?

This is on our roadmap! Email us at hello@buildpulse.io, or book a demo here!

Is BuildPulse SOC 2 compliant?

Yes, BuildPulse is SOC 2 Type 2 compliant.

Contact us at hello@buildpulse.io for more information.

How are BuildPulse Runners priced?

BuildPulse Runners charges on a per-second basis, which depend on the runner-type used. See our pricing page for more details.

How long does implementation/integration with BuildPulse take?

The minimum implementation involves 2 steps: Signing up for BuildPulse, and changing 1 in your GitHub Actions yaml file.

If you're using Semaphore CI or Circle CI, it's a 4 line change. See our Getting Started guide for more details.

Does BuildPulse replace my current CI system?

No.

We use GitHub Actions / CircleCI / Semaphore CI self-hosted functionality to run your builds on our infrastructure.

Other than faster builds, there are no changes to your developers' workflows - you can continue using your CI system as-is.

How is BuildPulse faster than GitHub Actions hosted runners?

We use GitHub’s self-hosted functionality to run your builds on our infrastructure with latest generation + high single-core performance CPUs, also then further optimized for CI-type workloads. We’ve also tuned our VMs and block storage devices, increasing baseline performance while also cutting costs in half.

We also provide a toolkit to further speed up your pipelines, which includes ultra fast remote docker builders, docker layer caching, dependency caching, and more. With all of these improvements, we’ve seen 2x+ performance improvements in build times.

Can I use BuildPulse with other CI providers than GitHub Actions?

Yes! BuildPulse Runners will run jobs for CircleCI, SemaphoreCI - GitLab coming soon.

We aim to support all popular CI systems. If you're using one that's not listed, please contact support@buildpulse.io!

Is there a free trial available?

Yes, you can book a meeting here!

How do you secure my builds?

BuildPulse runs each job in a network- and compute- isolated environment with ephemeral VMs that leave behind a clean state after every run.

Do you support Mac and Windows runners?

This is on our roadmap! Email us at hello@buildpulse.io, or book a demo here!

Is BuildPulse SOC 2 compliant?

Yes, BuildPulse is SOC 2 Type 2 compliant.

Contact us at hello@buildpulse.io for more information.

How are BuildPulse Runners priced?

BuildPulse Runners charges on a per-second basis, which depend on the runner-type used. See our pricing page for more details.

How long does implementation/integration with BuildPulse take?

The minimum implementation involves 2 steps: Signing up for BuildPulse, and changing 1 in your GitHub Actions yaml file.

If you're using Semaphore CI or Circle CI, it's a 4 line change. See our Getting Started guide for more details.

Does BuildPulse replace my current CI system?

No.

We use GitHub Actions / CircleCI / Semaphore CI self-hosted functionality to run your builds on our infrastructure.

Other than faster builds, there are no changes to your developers' workflows - you can continue using your CI system as-is.

How is BuildPulse faster than GitHub Actions hosted runners?

We use GitHub’s self-hosted functionality to run your builds on our infrastructure with latest generation + high single-core performance CPUs, also then further optimized for CI-type workloads. We’ve also tuned our VMs and block storage devices, increasing baseline performance while also cutting costs in half.

We also provide a toolkit to further speed up your pipelines, which includes ultra fast remote docker builders, docker layer caching, dependency caching, and more. With all of these improvements, we’ve seen 2x+ performance improvements in build times.

Can I use BuildPulse with other CI providers than GitHub Actions?

Yes! BuildPulse Runners will run jobs for CircleCI, SemaphoreCI - GitLab coming soon.

We aim to support all popular CI systems. If you're using one that's not listed, please contact support@buildpulse.io!

Is there a free trial available?

Yes, you can book a meeting here!

How do you secure my builds?

BuildPulse runs each job in a network- and compute- isolated environment with ephemeral VMs that leave behind a clean state after every run.

Do you support Mac and Windows runners?

This is on our roadmap! Email us at hello@buildpulse.io, or book a demo here!

Is BuildPulse SOC 2 compliant?

Yes, BuildPulse is SOC 2 Type 2 compliant.

Contact us at hello@buildpulse.io for more information.

How are BuildPulse Runners priced?

BuildPulse Runners charges on a per-second basis, which depend on the runner-type used. See our pricing page for more details.

How long does implementation/integration with BuildPulse take?

The minimum implementation involves 2 steps: Signing up for BuildPulse, and changing 1 in your GitHub Actions yaml file.

If you're using Semaphore CI or Circle CI, it's a 4 line change. See our Getting Started guide for more details.

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