Best Software Development Analytics Tools for Government - Page 2

ALTO is a Slack app that integrates GitHub, Gitlab and JIRA. It helps improve productivity and visibility of your development team, as well as help you build healthy habits right from the start! Receive Slack messages about merge requests or pull requests that have been pending merge into default branch for too long. Promote one of the key Continuous delivery practices - shipping smaller changes more frequently. ALTO collects Merge request analytics and feedback on day-to-day tasks, combined with DORA statistics, giving YOU an overview of the development team in one place. You don't need to waste time searching through the data. Set YOUR goals using YOUR own historical data and not an "industry standard". This baseline will help the team be 5% more efficient this sprint than last sprint. Continue to improve the team's working methods and align them with the entire tech organisation.

Middleware alleviates the burden of constant follow-ups for engineering managers, ensuring seamless product delivery while pinpointing workflow obstacles to eliminate any disruptions for their teams. By integrating with existing tools such as GitHub, Calendar, and Jira, Middleware equips managers with valuable insights that promote efficient team management and help safeguard engineers from exhaustion. It offers a consolidated view that emphasizes critical areas needing attention, whether they relate to project delivery or team dynamics. By analyzing pull requests, Middleware can identify which reviewers may be causing delays or if the team is frequently waiting for feedback on their code changes. Additionally, it highlights instances where team members may be overloaded with meetings and deadlines, thus safeguarding against burnout or disengagement. The Middleware 1:1 feature provides a comprehensive overview of each developer's performance, enabling managers to monitor growth areas and set goals effectively, ultimately fostering the professional development of their engineers. This holistic approach ensures that both the productivity and well-being of the team are prioritized, creating an environment conducive to success.

Looking beyond mere lines of code or the frequency of commits, teams that focus on measuring developer productivity have a higher likelihood of meeting their deadlines. The average company listed on the S&P 500 faces considerable financial setbacks for each employee due to ineffective productivity levels. A significant portion of engineering leaders—over one-third—struggle with accurately assessing developer efficiency. Implementing a standardized evaluation framework can yield precise insights into shipping velocity, regardless of the variety within your tech stack. With access to a tailored dashboard, you can monitor the shipping velocity of your engineering teams across various departments. Our approach standardizes the code evaluation process across multiple programming languages, ensuring consistency and fairness. Additionally, we offer an engineer performance index that allows for performance comparisons against industry peers with similar characteristics. This understanding enables you to gain insights into how much time your engineers dedicate to resolving bugs or managing unexpected tasks, ultimately enhancing overall productivity and efficiency.

Enhance your software engineering initiatives by integrating actionable insights alongside captivating gamification elements. Streamline your engineering workflows, pinpoint potential obstacles, and monitor team performance through valuable insights, which help ensure projects remain on schedule while achieving top-notch results. Equip your team with these insights, gamified encouragement, and transparent performance metrics to boost engagement and efficiency. Gain comprehensive visibility into your engineering team's performance, recognize issues, and leverage data-driven strategies to refine delivery and foster business expansion. Installing the complimentary GitHub app provides you with detailed insights into the development process without requiring any manual input, allowing your team to continue focusing on project objectives seamlessly. Unlock a wealth of AI-enhanced insights and tailored recommendations with just a couple of clicks. We aggregate Git data, capturing various activities like commits and pull requests, along with timestamps and author details, to enrich your project management experience. This approach not only simplifies tracking but also encourages a more collaborative and informed development environment.

Unify your code, tickets, and additional resources for comprehensive visibility in software development, all centralized in a single platform. You can track aspects like scrum sprint completions, accuracy of estimates, lead times, and kanban work-in-progress, among others. Additionally, manage development time, cost capitalization, R&D credits, and overall project completions seamlessly. You can monitor bug-related metrics such as Service Level Agreements (MTTR), rate of change failures, thoroughness of reviews, total bug load, and beyond. Also, assess pull request cycle times, ticket lead times, time spent in various statuses, context switching, and flow efficiency, to gain deeper insights. All pre-built reports utilize the minQL query language and are completely customizable. With access to any field from any data source, you can develop tailored metrics using advanced formulas, which include custom event cycle times. Establish objectives and monitor your advancement toward reliable software delivery through minware’s extensive collection of scorecard metrics. Evaluate best practices related to code and tickets, such as the use of pull requests, detailed code reviews, and linking branches to tickets for optimal project management. Furthermore, the platform empowers teams to enhance their workflows and drive continuous improvement in software development practices.

Introducing a comprehensive engineering management platform that encompasses metrics, AI-driven insights, developer feedback, and automation tools. Utilize essential metrics such as DORA, cycle time, and flow to assess velocity, quality, productivity, and various other elements. Seamlessly integrate all components of your technology stack with connections to platforms like GitHub, Jira, CI/CD, and PagerDuty, among others. Effortlessly create tailored metrics using our intuitive metric builder interface and configure dashboards that align with the specific needs of your engineering organization. Identify critical areas needing attention, including bottlenecks, best practices, and team-related challenges. Receive detailed reports that highlight significant metrics and insights relevant to your teams. Customize reports to ensure you remain updated on your team’s advancements and key priorities. Gain a clear understanding of how your team's time is allocated, whether it’s focused on new features, knowledge transfer and learning operations (KTLO), or unexpected tasks. Additionally, assess the engineering costs associated with delivering key initiatives and client projects, enabling informed decision-making for future endeavors.

Elevate your team's efficiency with valuable insights that enhance productivity and foster high-quality development. Teambit serves as a SEI platform that offers comprehensive visibility into team performance, enabling every member, from executives to developers, to make informed, data-driven choices. It allows for seamless integration with your current tools, consolidating all necessary information in a single location. By tracking crucial metrics such as DORA, you can identify bottlenecks and pinpoint areas that require enhancement. This platform ensures that leaders, developers, and product managers share a unified view, facilitating alignment towards common objectives. Teambit is tailored to your team's distinct workflows, promoting productivity while preserving your existing processes. Additionally, it aggregates data from all your development tools to deliver actionable insights within a centralized hub. Designed for ease of implementation, Teambit also incorporates historical data, providing your team with a comprehensive overview right from the start. With its user-friendly interface and powerful analytics, Teambit not only enhances collaboration but also empowers your team to achieve their goals more effectively.

Codacy is an automated code review tool. It helps identify problems through static code analysis. This allows engineering teams to save time and tackle technical debt. Codacy seamlessly integrates with your existing workflows on Git provider as well as with Slack and JIRA or using Webhooks. Each commit and pull-request includes notifications about security issues, code coverage, duplicate code, and code complexity. Advanced code metrics provide insight into the health of a project as well as team performance and other metrics. The Codacy CLI allows you to run Codacy code analysis locally. This allows teams to see Codacy results without needing to check their Git provider, or the Codacy app. Codacy supports more than 30 programming languages and is available in free open source and enterprise versions (cloud or self-hosted). For more see https://www.codacy.com/

Amazon QuickSight empowers individuals within organizations to gain insights from their data by posing questions in everyday language, navigating through dynamic dashboards, or utilizing machine learning to identify trends and anomalies. It facilitates millions of dashboard interactions each week for notable clients such as the NFL, Expedia, Volvo, Thomson Reuters, Best Western, and Comcast, enabling their users to make informed, data-driven choices. By engaging in conversational inquiries about your data, you can utilize Q's machine learning capabilities to generate pertinent visualizations without the need for extensive data preparation by authors and administrators. This platform also enables the discovery of concealed insights, accurate forecasting, and scenario analysis, while providing the option to enrich dashboards with clear, natural language narratives, all made possible by AWS's machine learning expertise. Additionally, users can seamlessly incorporate interactive visualizations, advanced dashboard design features, and natural language querying capabilities into their applications, streamlining the process of data analysis across various platforms. Thus, QuickSight not only enhances the way organizations interact with their data but also simplifies the journey of transforming raw information into actionable insights.

GitClear serves as a condensed guide for GitHub, transforming all of your repository's commits into a streamlined data format that enables both managers and engineers to quickly grasp the essence of their code. Developers benefit from reduced repetitive review tasks, allowing them to dedicate more time to actual coding. Managers gain insight into the dynamics of their development teams through a clear overview. Additionally, both groups have access to a metrics dashboard that fosters data-driven decision-making. High-performing teams actively eliminate distractions from their weekly agendas to enhance productivity. The Hourly Impact report empowers managers to carve out uninterrupted periods for focused work, optimizing their team's efficiency. Moreover, in a private chart designed specifically for developers, individuals can assess how their performance aligns with peers at the same experience level, ensuring that the onboarding process effectively supports new developers’ needs. This comprehensive approach not only streamlines workflow but also enhances overall team collaboration.

Gradle, Inc. includes the Gradle Build Tool and Develocity (formerly Gradle Enterprise). These tools are used to speed up and debug builds, tests, and other tasks for Maven, Gradle, Bazel, and sbt. Gradle Build Tool is the most used tool to build open-source JVM projects on GitHub. It is downloaded on average more than 30 million times per month, and was included in TechCrunch's Top 20 Most Popular Open Source Projects. Many popular projects have moved from Maven to Gradle. Spring Boot is one of them. Develocity is the only platform that combines software build performance acceleration with analytics. It is used by the most prestigious software development companies around the world to reduce build times by half and give developers back one week of lost productivity time. Acceleration technologies speed up the software development and testing process. Data analytics (Failure Analytics Trends & Insights), make troubleshooting easier.

Using your GitHub data to power engineering analytics, you can ship faster and improve team satisfaction. Analyze pull request data at the team level to identify "NorthStar" metrics such as cycle time, deployment frequency and change failure rate that will help you improve delivery. Find bottlenecks such as code review quickly, then experiment with smaller pull requests and automated tests to improve the outcome.

COBOL Analyzer allows developers to continuously analyze their code before, during and after changes are made in their local environment. This is done before committing the changes to the source control stream. COBOL Analyzer uses an industry-standard relational database management system (RDBMS), for central storage of application information. Interactive visualizations and intuitive interfaces allow stakeholders to see the application and developers to receive updates on code changes. The COBOL Analyzer solution comes with a pre-built query list that allows you to find points of interest in the application code. The COBOL Analyzer solution detects all code affected by a planned code change event. COBOL Analyzer allows developers to continuously analyze their code, before and after any changes are made in their local environment.

Obtain a comprehensive assessment of your team's effectiveness, consolidating all relevant information in a single location. By utilizing our scanner, you can pinpoint any shortcomings and refine your subsequent actions. The DX Scanner dashboard aggregates developer performance metrics from multiple sources, presenting them cohesively. With user-friendly dashboards, you remain constantly informed about your project's progress. Strategize your next moves to enhance both software quality and collaboration within your team. Access detailed reports containing all essential information whenever required, allowing you to conserve time and prioritize what truly matters. Evaluate the caliber of your product and tackle any identified weaknesses. Safeguard against potential security threats to protect your data as well as your clients' information. Keep all relevant data organized on a tidy dashboard while gaining insights into the technologies and libraries in use, thus uncovering any technological deficiencies. Monitor adherence to established coding standards and stay informed about any security vulnerabilities present in the libraries your team utilizes, ensuring that your development process remains robust and secure. This holistic approach not only streamlines your workflow but also fosters a culture of continuous improvement within your team.

Identify your strengths while addressing concealed bottlenecks to enhance productivity and agility throughout your DevOps lifecycle. Gain practical insights to elevate efficiency in each phase by integrating data from Jira, Jenkins, GitHub, GitLab, Azure DevOps, SonarQube, and various other platforms. Utilize software metrics to assess agile velocity, quality, security, and data integrity. Create customizable dashboards that allow you to aggregate or examine details as needed. Accelerate the development of high-quality products and focus on delivering outcomes that prioritize customer needs. Enhance data integrity and streamline processes to drive efficiency. Foster a culture that values collaboration and recognition, which can lead to improved employee retention rates. Regularly evaluate the quality of requirements, acceptance criteria, and agile sprint plans to ensure clarity and precision. Implement automation for issue routing and task reminders to minimize downtime and unproductive waiting periods. Stay ahead of potential risks with early warnings regarding sprint delays. Make informed decisions by considering customer impact, and use timely alerts to speed up pull request reviews and merges, thus enhancing overall velocity. Additionally, conditionally automate repetitive task sequences to alleviate cognitive burden and maintain team focus on more critical tasks. Strive for continuous improvement by consistently analyzing and refining your processes.

The DX platform from HAY enhances the productivity of engineering teams by increasing their work efficiency, fostering a positive sense of wellbeing, and cultivating a strong team atmosphere through effective feedback mechanisms and seamless collaboration. Moreover, it encourages open communication, which further strengthens team dynamics.

Axify presents cutting-edge features founded on the newest advancements and research within the software engineering domain, crafted specifically for development teams by a dedicated team of developers. Our sophisticated algorithm generates precise delivery estimates that reflect your team's activities while providing essential insights into any process challenges that could influence delivery timelines. Instantly access information on your teams' current tasks, the amount of time dedicated to development efforts, and how these tasks align with overarching business goals. Centralize all your engineering metrics to empower informed decision-making, synchronize your development teams, and enhance your software delivery workflows. By automatically gathering data throughout your entire software development lifecycle, you can gain a comprehensive understanding of your team's progress, facilitating better prioritization. Keep track of engineering metrics and key performance indicators effectively, while also having a clear view of how resources are allocated within your development team. This holistic approach not only streamlines processes but also fosters a culture of continuous improvement.

Astronuts is an innovative code review platform that utilizes artificial intelligence to enhance the software development workflow by automating the processes of code reviews and identifying bugs. Developers can trigger an analysis of their code with a straightforward command, which then generates insightful comments and suggestions for automatic fixes on a line-by-line basis. Features included in the platform encompass summaries of pull requests, metrics for code quality, and detailed change logs, all presented within an intuitive and easy-to-navigate interface. By integrating effortlessly with GitHub, Astronuts enables teams to keep track of the size of pull request batches and monitor the overall health of their code, significantly cutting down on the time spent on code reviews and reducing the occurrence of bugs. Additionally, the platform supports real-time chat for any code-related inquiries, offers customizable settings for behavior, and establishes gateway rules to maintain high code quality standards. With compatibility across various programming languages and build systems, Astronuts is well-suited for a wide range of development contexts. Users can take advantage of a free trial that includes $5 in credits, allowing teams to explore the platform's features without any upfront investment. This accessibility encourages teams to adopt best practices and improve their coding efficiency.

Echoes provides an in-depth view of your teams and enables you to manage project delivery effectively. With a quick glance, you can visualize the current delivery status of your organization. By integrating various development tools, Echoes offers a unified perspective of your entire project portfolio, eliminating the need to manually piece together information from different sources. It intelligently assesses ongoing activities to pinpoint and emphasize factors that may jeopardize timely delivery. Stay informed about the project's execution and enhance forecasting accuracy with real-time insights. Moreover, it evaluates your team's performance to uncover potential risks and recommend solutions, ensuring you are not overwhelmed by superficial metrics. Instead, you will receive timely alerts when critical issues arise. By consolidating data from your roadmap, OKRs, delivery performance indicators (DORA), team interactions, and more, Echoes reveals insights that isolated metrics fail to provide. This comprehensive visualization allows you to align your team's efforts with organizational priorities, offering a clearer picture of resource allocation and focus areas. Understanding these dynamics can significantly enhance strategic decision-making processes within your organization.

Weave is an innovative tool that leverages machine learning to accurately assess engineering output, truly comprehending the nuances of this vital area. Engineering leaders frequently evaluate output, whether transparently or discreetly, but often depend on inadequate metrics such as lines of code, the number of pull requests, or story points, which only have weak correlations to actual effort, hovering around 0.3 and 0.35 respectively. These metrics fall short as effective indicators of productivity. To address this issue, we have crafted a specialized model that thoroughly examines code and its effects, achieving a significantly higher correlation of 0.94. Our solution introduces a standardized metric for measuring engineering output that avoids promoting superficial achievements. Moreover, it allows you to compare your team's performance with that of peers while ensuring complete confidentiality. This holistic approach not only enhances understanding but also fosters a more accurate evaluation of engineering success.

Software.com's development observability platform significantly improves visibility in software delivery processes by pinpointing inefficiencies, eliminating obstacles, and tracking enhancements over time. By providing fully automated metrics and insights, it removes the necessity for manual API integrations and complicated data management, enabling teams to concentrate on leadership rather than data logistics. The platform offers universally standardized metrics across different companies, facilitating performance comparisons with organizations of similar size. With an incredibly quick and straightforward setup, users can access six months of historical data in just minutes. Additionally, it seamlessly integrates with popular tools such as GitHub, GitLab, and Bitbucket to monitor crucial metrics, while also connecting with Jira and other platforms for deeper insights. The workflow automation features foster better collaboration among teams and expedite the shipping process, offering capabilities like deploy previews, customized digests, reminders, asynchronous reviews, and a standup bot. Overall, this comprehensive approach not only streamlines development but also enhances the overall efficiency of software delivery.

In the realm of software development, data silos severely hinder leadership's ability to maintain visibility and strain team resources. The absence of accessible data for informed decision-making leads to ineffective planning, causing engineering managers to squander valuable time extracting information from various tools just to gauge team progress. This lack of clarity not only affects project deliverables but also undermines the team's capacity to achieve essential objectives and key results (OKRs). Traditional data management practices are often slow, imprecise, and quite frustrating for teams. EvolveDev stands out as a Software Engineering Intelligence Platform that seamlessly connects with all your engineering tools—including Jira, GitHub, and more—providing leaders with real-time, consolidated insights without the need for tedious data manipulation. By breaking down data silos and eliminating the hassle of manual reporting, we enable engineering leaders to make informed, data-driven choices, enhance team efficiency, and gain a transparent understanding of their operations. Ultimately, this transformative approach equips teams to focus on innovation and achieving their goals with greater confidence.

Gain an in-depth insight into your software through Embold's detailed analysis and user-friendly visuals. With these intuitive graphics, you can clearly grasp the size and quality of each component, allowing for an immediate comprehension of your software's overall condition. Dive into issues at the component level using informative annotations that pinpoint their exact locations within your codebase. Explore the entire web of dependencies among your software components, gaining insight into how they interact and affect one another. Our innovative partitioning algorithms enable you to swiftly identify opportunities for refactoring and breaking down complex components. The EMBOLD SCORE, derived from four key dimensions, highlights which components significantly impact overall quality and should be prioritized for resolution first. Furthermore, assess your code’s structural integrity utilizing our distinctive collection of anti-patterns, applicable at class, functional, and method levels. Embold also incorporates various metrics, including cyclomatic complexity and coupling between objects, to comprehensively evaluate the quality of your software systems. This multifaceted approach ensures that you are equipped with the necessary tools for maintaining high-quality code.

Cauldron Cloud provides tools for managers, developers, and community builders to gain insights into the individuals and workflows associated with open source development, enabling them to track and report on the projects that are of interest to them. Users have the freedom to analyze various open-source platforms, including GitHub, GitLab, and Stack Exchange, allowing for a comprehensive overview of contributor data, duplicate entries, affiliations, and additional metrics. Each Cauldron instance is equipped with 16GB of RAM and 320GB of storage. It facilitates engagement and growth within communities and organizations by offering performance indicators related to development. Users can compare a selection of projects based on specific software development KPIs, receive summaries on chosen metrics, or create custom dashboards and reports tailored to their needs. Additionally, users can configure and obtain their own unique Cauldron Cloud instance. The platform is capable of measuring a wide range of GitHub data such as commits, code alterations, issues, and pull requests, along with similar data from GitLab and comprehensive information from StackExchange, including questions and answers across all its sites like Stack Overflow, Ask Ubuntu, and Super User. This makes Cauldron Cloud an invaluable resource for anyone looking to delve deeper into the dynamics of open source projects.

Quality Clouds empowers technology leaders and their teams by restoring governance and control, enabling them to swiftly and safely produce low-code applications at scale. Enhance the quality and oversight of your application development efforts across various low-code SaaS platforms. Reduce the risks associated with low-code app creation and configuration. Recognize that low-code app development requires collaboration among team members. Our expanding partner ecosystem provides the diverse technology and expertise necessary for secure scaling. Effectively manage platform contributors while pinpointing training necessities. Streamline key resources through automated workflows and processes. Easily spot and rectify potential security vulnerabilities. Utilize automated alerts to save time by promptly informing you of production challenges, and generate reports featuring an array of KPIs and visual data. By automating tedious, repetitive tasks, you can concentrate on delivering enhanced functionality. Communicate issues to management more effectively and gain a thorough understanding of your platform’s architecture while automating code reviews. This comprehensive approach ultimately fosters a more efficient development environment.