I know far too many developers who cringe at the thought of continuous deployment. Thoughts of broken code and an endless stream of customer support requests puts continuous deployment into the “nice to have, but not right now” pile.

But, it might just be a case of clearing the fog on process so you get visibility into the deployment pipeline. If your team can get more visibility into releases, you will have more confidence your shipped code is quality. With more visibility, you’ll be deploying faster and earlier before you know it.

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Which of the following best describes how you currently monitor and manage systems across your hybrid cloud environment?(Required)

Multiple separate tools for different environments

Multiple separate tools for different monitoring and management functions

Single consolidated dashboard

Custom built monitoring and management solution

No full monitoring and management solution

Don’t know

How valuable would it be for your monitoring and management solution to incorporate predictive analytics to help you identify and address system issues that are critical and not waste time or effort working through all the data and “noise” that is not critical?(Required)

Extremely valuable

Moderately valuable

Somewhat valuable

Slightly valuable

Not valuable

How do you most typically address potential system issues BEFORE they impact your operations?(Required)

Automated workflows and playbooks to remediate potential issues as soon as they are detected

An orchestrated response process that leverages automation, AI, and human expertise to rapidly respond to potential issues

Advanced monitoring tools such as predictive analytics and anomaly detection to proactively identify and address potential issues

Respond to issues as they arise, using manual processes and troubleshooting techniques

A combination of automated remediation, orchestrated response, and/or proactive monitoring to address potential system issues

Don’t know

Other

What methods does your organization use to control and monitor cloud/IT spending?(Required)

Centralized procurement processes

Pre-approved budget thresholds

Automated cost monitoring tools

Department-level spending controls

Regular cost audits and reviews

Cloud cost optimization platform

Approval workflows for resource provisioning

Native financial operations tools provided by the cloud provider

No formal controls in place

Don’t know

Other

Please specify:

Which methods do you rely on most to detect security vulnerabilities in your systems?(Required)

Automated scanning tools

Manual assessments

Vendor notifications

Threat modeling (for early detection)

None of these

Don’t know

Other

Please specify:

What are the TWO most common ways you prioritize vulnerabilities to address within your environment?(Required)

Based on potential impact

Based on exploitability

Regulatory compliance requirements

Based on CVSS scores

Risk-based analysis of multiple factors

First-in-first-out approach

No formal prioritization process

Don’t know

How do you typically handle system updates and security patches?(Required)

Automated updates and patches

Manually review and apply updates and patches on a regular schedule

A combination of automation and manual review

Apply updates and patches on an as-needed basis.

Outsourced update and patch management

No defined process

Don’t know

Other

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What are the Results of an Effective Continuous Deployment Process?

Shipping a big release is taxing on your QA and testing teams and the pressure to get every part of the build correct is huge. Continuous deployment allows you to deploy smaller chunks of code more frequently so you have more control over the release.

Think “shipping responsibly.”

With that in mind, it’s easy to see why a lack of visibility can hinder continuous deployment’s goal of shipping more code to a tight schedule.

Why is Lack of Visibility a Problem?

Best practices for your software development lifecycle (SDLC) demand that you know what’s going on in your code. And if you are responsible for your release process, you are probably held accountable for what customers receive.

Production demands visibility into code quality; otherwise, you risk economic damage to your business in the form of bugs and crashes. With this in mind, understandably, many teams hesitate to continuously deploy thorough lack of confidence in the quality of shippable code through the build process. If more visibility means more confidence, let’s take a look at the stages in a build process and how to increase visibility at each stage.

How to Get More Visibility Into Your Continuous Deployment Process

Invest in modern architecture

Continuous deployment will require resources and modern tooling initiated by your best people. Although budget often can be one of the biggest roadblocks to continuous deployment’s success, don’t withhold funds. Invest in the tools and people first, and the process will come. Modern tooling that is updated regularly will give you the best of what’s available, allowing you to effectively see what’s happening in each stage from source control to deployment and beyond.

Allow for manual intervention

You may not want your continuous deployment to be fully automatic. There are risks associated with continuous deployment, and to mitigate those risks you need a human to push the “deploy” button. It’s more about making your team feel accountable for their actions. The developer sees the change go live and is the first to test them.

A viewable stage environment

Do you have key stakeholders waiting for updates on feature releases? Rush boxes might be the answer. A rush box is a server used for work that is not ready for the QA process. This will give anyone to give feedback and authorize changes.

Report

Continuous deployment is certainly not without its risks. But, if you incorporate a culture of visibility into your processes, you can quickly identify where the gaps are so you can start to scale. Your toolkit will generate a huge amount of transactional data that will help to steer your company in the right direction.

Monitor

It amazes me how many companies still push out changes and rely on the end user to tell them whether the deployment was successful. Defects in production code have economic impacts on your company, and undiscovered bugs and errors can rack up into technical debt. But, you can’t change what you can’t see. Small changes are always going into production, so time for QA and regression tests naturally lessens. Therefore, you need to know what happened, and when, which is where a monitoring tool such as crash reporting can help. I’ve written before about the benefits of monitoring in continuous deployment, and it’s an integral step that is often missing. Monitoring can also help you make informed decisions about when to rollback a deployment.

Rollbacks have an economic impact to your business, much in the way errors do. However, if a decision to roll back is data-driven, it’s an easy call for a senior developer to make.

In Conclusion

Don’t let the lack of visibility into your deployment pipeline affect your decision to implement a continuous deployment process. Invest in people and tooling first, and the process and scale will come.

— Freyja Spaven