OKRs is a goal-setting approach where an Objective outlines the desired outcome and is supported by 3-5 quantifiable and measurable Key Results used to achieve that outcome. Improved regulatory compliance and. Examining team leads. When establishing these objectives, keep in mind that recovering an application in 15 minutes (RTO) with less than 1 minute of data loss (RPO) is great, but only if your application actually requires it. And, with the right measures, you can link DevOps improvements with measurable impact to greater goals like digital transformation efforts. High Performers: Once a week to once a month. The time it takes to implement, test, and deliver code. Widget provides 3 of 4 metrics from the report: Change Failure Rate As ratio of sum of all not succeeded releases to production (failed, rejected, partially succeeded) to sum of all succeeded releases. Learn how to improve the developer experience and how objective insights can drive real impact for your team. Don: Okay. A reference for readers familiar with the DORA metrics. The DevOps Research and Assessment (DORA) team is Google’s research group best known for their work in a six-year program to measure and understand DevOps practices. Step 1: Select Key Metrics & Collect Data. Example metrics (“The SPACE of Developer Productivity,” N. It gives a good idea about the server performance, concurrency and. Deployment frequency: how often you deploy to production, delivering the innovation the business. The feedback we gathered from all those platform engineers inspired our CNCF Keptn project community to deliver a solution to those. The four DORA engineering metrics are: Deployment Frequency. Requests Per Second. The 4 DORA metrics are:Use the Four Key Metrics to start with. DORA metrics provide a powerful tool that helps teams streamline collaboration and alignment, benchmark performance, and focus on continuous improvement. These Flow Items are Features, Defects, Debts, and Risks – any effort or transformation that a company undertakes in relation to software delivery can be. The group also produced an ROI whitepaper. 1. While DORA metrics are a good starting point, this approach is survey-based which makes it challenging to pinpoint the specific changes you need to make or customise for your organisation. Since its inception in 2016, the DevOps Research and Assessment (DORA) program has provided dev teams with some great metrics to guide them on their journey to performing at an elite level. As the core objective of Agile software delivery is ‘. VSM Tool. Further reading: The first two metrics -- deployment frequency and mean lead time for changes -- measure the velocity of a team. Table of contents: 1. Mean Time to Recovery: This metric measure how soon a service operation can be restored. the early and continuous delivery of valuable software. The Commission aims for the package to promote Europe’s competitiveness and innovation in the financial sector. An. The best-performing organizations will deploy frequently while maintaining a low failure rate. Here are the main advantages the proper usage of DORA metrics brings to the development teams. Unified data-to-outcome journeys . With the right data, teams can better understand where the gaps are and then prioritize areas of improvement. Even beyond the DORA metrics, LinearB can monitor additional KPIs that contribute to your company’s success. The DORA metrics are pretty much an iceberg, with the five indicators sticking out above the surface and plenty of research hidden beneath the waves. It is a great idea, really! Except that, I am not sure if measuring 'mean' is a good idea. Dr. Deployment Frequency. The DORA Four. Naturally, the frequency of deployments directly affects the frequency of changes pushed out to your end users. Featuring. Change Failure Rate The first two metrics — Deployment Frequency and Mean Lead Time for Changes — measure the velocity of a team. Time to restore service Why use DORA metrics? What. dora metrics core objectivesviz-pro customer serviceviz-pro customer serviceDana Lawson (VP of Engineering at Github), Charity Majors (CTO at Honeycomb) and Kathryn Koehler (Director of Prod. Based on. Not to be confused with cycle time (discussed below), lead time for changes is. By monitoring and optimizing team performance KPIs, software engineering departments can enhance productivity, quality, collaboration, and risk management. It enables teams to focus their improvement efforts even more precisely on what is likely to produce tangible benefits to their organizational goals and quality of life. Metrics Units - Learn. Change failure rate is one of the four DORA metrics that DevOps teams use for measuring excellence in software delivery. The company provided assessments and. It came up with its set of metrics that are now considered the holy grail for measuring the success of software development. MTTR and Change. Deployment frequency. These metrics guide determine how successful a company is at DevOps – ranging from elite performers. Each year, DORA surveys thousands of organizations and rates their performance on these four key metrics, viz. Key Result 1: Reduce the average time to release code to production by a specific rate. According to Forrester, “Value stream management (VSM) has the. We analyse code revision across a core base of 38 metrics to determine exact productivity levels on a scale of 1 to 5. Lead time measures how long it takes for a change to occur. Create a culture of data-driven excellence by aligning effort and investments with business objectives. This guide overviews the four DORA. This is enabled by default for new applications and is the easiest way to get started. Key Result 2: Reduce the time spent on manual testing or other tedious tasks that take away from innovation and solution seeking time. The DORA framework essentially looks at four key metrics divided across the two core areas of DevOps. DORA metrics have now become the standard for gauging the efficacy of software development teams and can. DORA Metrics, an acronym for DevOps Research and Assessment metrics, represent a set of essential quantitative measures designed to evaluate and enhance software development performance. DevOps Research and Assessment (DORA) group. ”. For. Previously, this assessment, not having this type of metrics, was very subjective, which caused some teams to think that everything was fine within their. Consider the specific aspects of DevOps performance that are most critical to your business. Change failure rate is one of the four DORA metrics that DevOps teams use for measuring excellence in software delivery. Report this post Report Report. Focus on the framework. The four DORA metrics — Deployment Frequency, Change Failure Rate, Mean Lead Time for Changes, and Mean Time to Recovery — were identified by the DevOps Research & Assessment group as the four metrics most strongly statistically correlated with success as a company. The DevOps Research and Assessment (DORA) team has identified four metrics that measure DevOps performance. An example is the DORA metrics used to measure the performance of an organization’s DevOps capabilities [3]. Gene Kim and Jez Humble are best known for their best-selling books, such as The DevOps Handbook. Various symptoms can impact DORA metrics. Change failure rate. Director, Financial Services Technology Governance, Risk and Control, PwC United Kingdom. Implement Tooling: Effective measurement of DORA metrics requires the right tools. Metric Low Medium High Elite; Deployment frequency: fewer than 1 per 6 months:. About us. One of deployment_frequency, lead_time_for_changes, time_to_restore_service or change_failure_rate . The Four Key DevOps Metrics. Time to restore service and change failure rate measure the quality and stability of a project. Lead Time. . Select the Change failure rate tab. DORA metrics can be used to improve DevOps performance in three key areas: 1. To view the change failure rate chart: On the left sidebar, select Search or go to and find your project. Each of these is an application of a flow metric designed for a particular use case. If, for instance, management decides to optimize deployment. Bringing DORA metrics into Flow brings the best of both worlds together. The Spring issue of The DevOps Enterprise Journal invites the practitioners and thought leaders who present at DevOps Enterprise Summit to share their learnings. The first of the Agile pillars outlines the most important priority: people. These metrics posit that four focus areas—deployment frequency, lead time for changes, change failure rate, time to restore service and reliability—can differentiate high-performing software engineering teams (elites) from lower-performing teams (non-elites). DORA addresses a number of important topics for financial entities using ICT services, with the objective of enhancing the digital resilience of the European financial system from incident reporting to operational resilience testing and third party risk management. In practice, DORA metrics have a high degree of cooperation. Change failure rate. The first two metrics — Deployment Frequency and Mean Lead Time for Changes — measure the velocity of a team. A lengthy cycle time may signal issues with the development process. The objectives of DORA are to 1) call attention to new tools and processes in research assessment and the responsible use of metrics that align with core academic values and promote consistency and transparency in decision-making; 2) aid development of new policies and practices for hiring, promotion, and funding decisions; 3) spread research. As you can see, there is not much distinction between performance benchmarks for CFR: Elite performers: 0-15%. A. E finalmente, temos tempo para. The key metrics outlined by DORA—deployment frequency, lead time for changes, change failure rate and time to restore service—enable teams to align on where they can improve development. DORA helps. Change failure rate. The five DORA metrics are Deployment Frequency, Lead Time for Changes,. The Digital Operational Resilience Act, or DORA, promotes a common set of rules and standards to mitigate Information and Communications Technology (ICT) risks for financial entities. Date range to end at. Learn more. Select Analyze > CI/CD analytics . Pela extensão do conteúdo, dividirei em mais de uma parte os artigos relacionados a este tema, sendo que nessa primeira edição explicarei o que são essas métricas DORA, e para que servem. Select the Change failure rate tab. These can help you measure your DevOps processes. This metric may be tracked beginning with idea initiation and continuing through deployment and production. Join this technical demo to learn how GitLab supports, implements and leverages DORA metrics to provide insight into the effectiveness of an organisation’s development and delivery practices. The DORA Four. “ The Waydev team recently had the opportunity to talk to Nathen Harvey, developer advocate at Google Cloud and DORA (DevOps Research and Assessment). DORA metrics also give lower-performing teams a. Accelerated adoption of the cloud requires tools that aid in faster software delivery and performance measurements. The metrics should be reviewed and agreed on with IT, other business functions and other relevant stakeholders. DORA metrics give you objective data points to improve your products. Forsgren et al. NET Tracer MSI installer. Software catalog. These four DORA engineering metrics are designed to. Google's DevOps Research and Assessment (DORA) team has identified four crucial metrics that can indicate and optimize the health of DevOps performance. In diesem Artikel möchte ich euch zwei der wichtigsten Metriken im DevOps-Bereich nahebringen: DORA und MTTx. Focus on improving your deployment frequency – this helps to improve your Change Failure Rate, and Lead Time. These measurements and associated improvement agreements are good for improving process flow (Lean flow - figure 1) and for getting into a flow as a person (personal flow - figure 2). Calculating DORA metrics requires three key entities: Code. 8 you can find deployment frequency charts in your CI/CD analytics. Introducing core performance metrics like DORA, which were exclusively designed for DevOps teams, is an important way to establish a culture of ongoing growth. Checkr Editor. To improve your Deployment Frequency, increase your confidence in changes, using things like automated tests. Depending on how companies score within each of these. Core objectives reflect high-priority public health issues and are associated with evidence-based interventions. This is just the first of the DORA 4 metrics to come to GitLab. Individual developers benefit from working on a smaller surface area, because smaller changes are easier to understand. DORA helps teams apply those capabilities, leading to better organizational performance. , 2021) DORA Metrics for Team Productivity. Cycle Time. it defines evaluation as “the systematic and objective assessment of an on-going or completed project, program, or policy, and its design, implementation and results” (p. DORA’s vision is to advance practical and realistic approaches to research assessment worldwide and across all the different scholarly fields. They help developers continuously improve their practices, deliver software faster and ensure stability. New enhancements include Venafi integration for better security controls. There are four DORA metrics popularised by the DevOps Research and Assessments (DORA) group:. DORA’s research defined these terms as follows: Monitoring is tooling or a technical solution that allows teams to watch and understand the state of their systems. We take a look at the potential dangers of using DORA metrics without proper context. What is DORA metrics core objective? DORA metrics' primary goal is to monitor and analyze the efficacy of DevOps practices inside an organization. DORA metrics can be used to identify bottlenecks and inefficiencies in the software delivery process. 1. DORA metrics are available in GitLab Value Streams Dashboard, Insights reports and in the CI/CD analytics reports. a'pieu madecassoside ampoule 2x ingredients 973 220 857; strawberry jello shots with vanilla vodka sermanport@sermanport. We. In addition to this, they provide a starting point for goals and objectives for your development teams. And they did a lot of research that boiled down into four key metrics that correlate really well with organizational performance. Objective Measurement: DORA Metrics provide an unbiased way to measure software delivery performance, enabling teams to understand where they stand without resorting to subjective evaluations. In addition, they are based on DevOps Research and Assessment (DORA) metrics. The Sources You Need, and How DevLake Computes DORA: Three key entities for computing DORA Metrics: Changes: For most teams, this is simply Pull Requests (PRs), so this data will come from code hosting tools. Socialize the survey and prepare email distribution lists. This metric may be tracked beginning with idea initiation and continuing through deployment and production. 2. came to an inter-institutional agreement on the Digital Operational Resilience Act (DORA) in May 2022. DORA includes four key metrics, divided into two core areas of DevOps: About this model: DORA Core is a collection of capabilities, metrics, and outcomes that represent the most firmly-established findings from across the history and breadth of DORA’s research program. By. The following post gives you an insight into our journey: how we went from our first customer to a. Understand important code review metrics like Unreviewed PRs merged, PR size, and others to qualitatively understand the state of code review and collaboration in your teams. Within and across the three measurement domains, it can often be helpful to bring together complementary metrics to provide a specific view of performance. Depending on how companies score within each of these areas, they’re then. Software delivery, operational efficiency, quality - there is no shortage of challenges around digital transformation for business leaders. They aren’t a measure once and forget. 3. Higher deployment frequency can help eliminate wasteful processes. DORA metrics offer a valuable framework for organizations to evaluate and improve. your forward-fixing process, you can. Deployment Frequency is a measure of how often engineering teams successfully deploy code to production. Datadog’s Continuous Profiler is available in beta for Python in version 4. 4 Common Understandings of DORA metrics. The DORA team's research identified four key (Accelerate) metrics that indicate software. With DORA Metrics, Gitlab's VSM is visualized the work in the. com; anker usb-c fast charger Av. Why DevOps Metrics Matter. The DORA framework is underpinned by four key metrics that measure two core areas of DevOps: speed and stability . About us. It identified four key metrics for measuring DevOps performance, known as the DORA metrics: Deployment frequency. You can track software metrics that measure vital aspects of quality development projects – reliability, performance, security, maintainability to name a few. This widget is to provide DevOps Perforamce metrics of a release definition based on DORA 2019 Report. The change failure rate is one of the DORA metrics, so before we go further, let’s briefly go over what those are. DORA metrics are a result of six years’ worth of surveys conducted by the DORA ( DevOps Research and Assessments) team, that, among other data points, specifically measure deployment frequency (DF), mean lead time for changes (MLT), mean time to recover (MTTR) and change failure rate (CFR). These metrics are sorted into four categories: deployment frequency, lead time for changes, time to restore service. How to Misuse & Abuse DORA Metrics by Bryan Finster. From a product management perspective, they offer a view into how and when development teams can meet customer needs. The DevOps Research and Assessment (DORA) team is Google’s research group best known for their work in a six-year program to measure and understand DevOps practices and capabilities across the IT industry. Starting with GitLab 13. Developer portal. By measuring key performance. DORA was built on the principle of continuous improvement that. DevOps Research and Assessment (DORA) is a startup created by Gene Kim and Jez Humble with Dr. Use value stream analytics to identify: The amount of time it takes to go from an idea to production. io, discuss the state of DORA metrics and whether they need reimaging in a world of feature. Dr. DevOps Research and Assessment (DORA) provides a standard set of DevOps metrics used for evaluating process performance and maturity. Source. Only the metric “dora_time_to_recovery_seconds” feeds into one of the key metrics, but the counter “dora_downtime_total” unlocks the workload failure rate (as a companion metric to the. DORA metrics refer to a set of key performance indicators (KPIs) that provide insights into the performance and efficiency of software development and delivery processes. 1. For more information about. For anyone interested in contributing to the project or customizing it to their own team’s use cases, we’ve outlined the three key components below: the pipeline, the metrics, and the dashboard. These can then be prioritized based on the goals and objectives of the. These metrics are widely regarded as the gold standard for evaluating the effectiveness. Nathen Harvey, who leads DORA at Google, explains what DORA is, how it has evolved in recent years, the common challenges companies face as they adopt DORA metrics, and where the program may be heading in the future. DORA metrics are only valid in tracking a team’s progress in their DevOps journey. To view the change failure rate chart: On the left sidebar, select Search or go to and find your project. To enhance understanding and awareness, resilience should be a recurrent item. DORA metrics focus on four primary indicators: Deployment Frequency (DF): This metric measures how often a team deploys code to production. Last year they. Gain new visibility into your team's software development. Core is. 00 /mo. For example, the DevOps lifecycle is a value stream that starts with the “manage” stage and ends with the “protect” stage. DevOps Research and Assessment (DORA) is a long running research program that seeks to understand the capabilities that drive software delivery and operations performance. DORA metrics provide objective data on the DevOps team's performance. These metrics provide a holistic view of the team’s performance, enabling informed decision-making and continuous improvement. The ultimate objective is to develop a culture of continuous improvement and enable organizations to release software more quickly, more often, with higher quality, and greater dependability. c. Als DORA-Metriken bezeichnet man ein Framework aus Performance-Metriken, mithilfe derer DevOps-Teams beurteilen können, wie effektiv sie Software entwickeln, bereitstellen und warten. Key Result 1: Reduce the average time to release code to production by a specific rate. The group's aim is to find ways to improve software development. is now part of . Deploy is the final step of the development flow, and that’s why it’s so crucial. In this Azure CapEx vs. There are four main metrics that the industry is currently talking about: Deployment frequency - how often does code get pushed production (how many times a day/week/month) Lead time for changes - how long does it take for code to be committed and reach production. DORA measurements provide an organized blueprint to evaluate and improve software delivery and operational outputs. Flow complements Skills by providing engineering teams with actionable data and visibility into workflow patterns to accelerate the delivery of products and services. Developed by DORA (DevOps Research and Assessment), the DORA metrics balance competing software delivery concerns by measuring throughput and stability. Each of these DORA key software metrics are defined in the table below. Goals and metrics should not be confused. Two levels are available for DevOps Insights: Project level insights, available to all customers. The velocity of a given project. DORA metrics, which stand for "DevOps Research and Assessment," are at the core of this methodology that is driven by measurements. The world’s first data-to-outcome platform . The other way to measure team productivity is DORA metrics. Many organizations already focus on metrics such as cost and hours worked – rightly so! – and there's a lot to discuss with regard to *how* to measure those things well. It gives a good idea about the server. HOUSTON – July 7, 2022 – BMC, a global leader in software solutions for the Autonomous Digital Enterprise, today announced the delivery of the industry-standard DORA (DevOps Research and Assessment) metrics KPI Dashboard within the BMC Compuware. NuGet. The four DORA metrics are Lead Time, Deployment Frequency, Change Fail Rate, and Mean Time to Recovery. 1. All four metrics can be derived from mining the tools that you are currently using. OKRs (Objectives & Key Results) Ambitious goals that describe how we want to grow & change as a business. Over the. What are DORA Metrics? At its core, DORA focuses on four key metrics:. They cannot be used to compare teams or individuals. Optimizing DORA Metrics to Drive Exponential Gains in Business Outcomes (Part 1 of 4) March 29, 2022. A value stream is the entire work process that delivers value to customers. DORA metrics provide executives with a pulse on the organization’s software delivery and operational health. From DORA’s standpoint of the metrics as defined in the Accelerate book, a change is whenever your code ships to production, but actually it can be much more than that because there are other types of changes. ; Deployment Frequency As ratio of time. The four metrics that compose the DORA concept are the key to understanding how to measure and assess DevOps team. Too often, attention has concentrated on easily-quantifiable metrics like person-hours, lines of code…These four metrics are essential indicators of progress and improvement in: Lead time for changes: how long it takes for your pipeline to deliver code once a developer has checked it back in. Why DevOps Metrics Matter. DORA metrics can be used to identify bottlenecks and inefficiencies in the software delivery process. MTTR is one of the best known and commonly cited DevOps key performance indicator metrics. Origins. DORA metrics are far from perfect. The objective is to minimize this rate, as a lower change failure rate allows teams to focus more on delivering new features and customer value, rather than addressing failures . The first two metrics — Deployment Frequency and Mean. Value stream management is a process for optimizing the flow of value through an organization. MTTR and Change Failure rate are a measure of the quality and stability of a project. With this new, more precise system, they found that the best performers. Select the MSI installer for the architecture. The Regulation on digital operational resilience for the financial sector, also known as the Digital Operational Resilience Act or DORA, was published in the Official Journal of the European Union on 27 December 2022. Since its conception, DORA has only consisted of four priority metrics: Lead time for changeDORA metrics are only valid in tracking a team’s progress in their DevOps journey. The framework was developed by the DevOps Research and Assessment (DORA) team, a Google Cloud-led initiative that promotes good DevOps practices. The DORA framework essentially looks at four key metrics divided across the two core areas of DevOps. 0 Intro. Here's a deep dive into the DORA metrics that matter. DORA metrics are five indicators that provide objective data to measure development team performance and drive software product improvement. This metric is particularly useful when determining whether your team is meeting goals for continuous delivery. Deployment Frequency (DF) 1. Waydev helps CTOs and VPs of Engineering achieve an objective view over the engineering process. We identified four direct benefits that we expected to see: Improved developer productivity. They also help to make data-driven decisions. They’re a set of important measurements (like how often new code is deployed, how long changes take, service recovery time, and the. The DORA metrics are four key measurements that help team leaders to understand the effectiveness of their DevOps working practices. DORA metrics enable leaders to review objective data that measures the performance of software delivery teams so they can drive product and service improvements. DevOps Research and Assessment (DORA) group helpfully. These metrics include Deployment. Time to restore service and change failure rate measure the quality and stability of a project. Select Analyze > CI/CD analytics . All four metrics can be derived from mining the tools that you are currently using. Over time the hope is you’ll see gradual improvements in all four areas that the. The four performance metrics used to measure DevOps success are: Deployment frequency. Each of these is an application of a flow metric designed for a particular use case. Deployment frequency is simply how frequently your team deploys. Measure and identify inefficiencies in your SDLC. CTO KPIs and metrics. They measure a team’s performance and provide a reference point for improvements. Time to restore service - how long does it generally take to restore. Time to restore service. 4. While a business can use any metrics that are relevant to its operations and goals, a suite of 10 common metrics suited for DevSecOps can include:. Dora classifica Elite, alto e médio artistas em uma taxa de falha de 0-15% de alteração e baixo desempenho em uma taxa de falha de 46-60%. The first two metrics — Deployment Frequency and Mean. Clearly outline the goals you want to achieve with DORA metrics. It will be accompanied by warnings and “high-level statistics”. Be willing to learn and improve from the insights the data gives you. While metrics have always been fundamental to improvement in the business world, the growing prominence of DevOps in recent years has elevated their importance in the context of software development. However, while DORA metrics serve as an effective measure in most scenarios, their usefulness in large enterprises is a matter of debate. DevOps Research and Assessment (DORA) is a DevOps research team that Google acquired in 2018. We discussed the common interest in advancing. What are DORA metrics? DORA metrics help engineering teams make data-driven decisions in order to continuously improve practices, deliver software faster, and ensure that it remains reliable. To measure our two speed metrics—deployment frequency and lead time to commit—we instrument Cloud Build, which is a continuous integration and continuous delivery tool. You have to dig deeper. Has-This-Been-All-My-Life. These key DORA metrics are used to help a DevOps organization understand where it stands and how it can improve. This reliability target is your service level objective (SLO), the measurable characteristics of a service level agreement (SLA) between a service provider and its customer. So for those who don't know, the DORA metrics come from the DORA organization, the folks that were building the State of DevOps reports. Bonus Read : Key Website Performance Metrics & KPIs . DORA metrics provide a framework for measuring software delivery throughput (speed) and reliability (quality). These metrics are also known as The Four Keys. Therefore, DORA metrics are especially relevant for DevOps teams as they provide them with concrete data to measure performance and improve the effectiveness of their DevOps operations. To measure delivery time, the team must clearly define the start and end of the work (e. DORA metrics, which stand for "DevOps Research and Assessment," are at the core of this methodology that is driven by measurements. The chief operative word here is “key” as these indicators only target core business goals and targets. Objectives Raise awareness To call attention to new tools and processes in research assessment and the responsible use of metrics that align with core academic values. CTO KPIs and metrics. Process capabilities. Article 22 of DORA requires ESAs to publish an annual, anonymized, aggregated report on major ICT incidents. 62. Deployment Frequency. This is necessary for: Deployment Frequency; Change Lead Time; Change Failure Rate; Request Body Data (required. Let’s break down the 4 DORA Metrics and what they can show us in terms of DevOps maturity: 1. DORA metrics refer to a set of key performance indicators (KPIs) that provide insights into the performance and efficiency of software development and delivery processes. Step-by-step guide to measuring Dora Metrics, which include deployment frequency, lead time for changes, time to restore service, and change failure rate. DORA uses data-driven insights to deliver best practices in DevOps, with an emphasis on helping organizations develop and deliver software faster and better. Mean time to recovery. DORA metrics are four key metrics that DevOps and engineering teams can use to measure their performance. Low: between one month and six. Today, DORA continues to partner with the Google Cloud team to release. The existence of these metrics is very important, since it allows us to assess in a standardized and objective way what the status of the teams is regarding their development phase. Accelerate identifies 24 key capabilities (things like trunk-based development, a lightweight change control process instead of a formal change advisory board, automated tests, and a generative, blameless culture) that support the four metrics. DORA metrics and Deployment Frequency. Historically the John Lewis Partnership (which includes John Lewis and Waitrose) has measured our delivery performance through traditional service management metrics, which focus on ITIL metrics. Conclusion. They're probably most well known for their yearly State of DevOps reports and the book Accelerate. • Contributing and collaborating with the leadership team to define and evolve our platform/infra strategy.