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Debugging Tools
Debugging tools, also known as debuggers, are software tools that enable web developers and software developers to debug their code and applications in order to improve the quality and security of the code and application.
Mobile App Debugging Tools Software
Mobile app debugging tools are essential for identifying and resolving issues in mobile applications, ensuring smooth functionality and a seamless user experience. These tools offer capabilities such as real-time error tracking, performance analysis, and detailed logging to diagnose and address problems effectively. They often integrate with mobile operating systems to enable developers to simulate user interactions, test device compatibility, and debug crashes.
Data Management Software
Data management software systems are software platforms that help organize, store and analyze information. They provide a secure platform for data sharing and analysis with features such as reporting, automation, visualizations, and collaboration. Data management software can be customized to fit the needs of any organization by providing numerous user options to easily access or modify data. These systems enable organizations to keep track of their data more efficiently while reducing the risk of data loss or breaches for improved business security.
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    SQL Server Data Tools (SSDT)
    SQL Server Data Tools (SSDT) transforms database development by introducing a ubiquitous, declarative model that spans all the phases of database development inside Visual Studio. You can use SSDT Transact-SQL design capabilities to build, debug, maintain, and refactor databases. You can work with a database project, or directly with a connected database instance on or off-premise. Developers can use familiar Visual Studio tools for database development. Tools such as: code navigation, IntelliSense, language support that parallels what is available for C# and Visual Basic, platform-specific validation, debugging, and declarative editing in the Transact-SQL editor. ...
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    RStudio

    RStudio

    Posit

    RStudio IDE is a powerful integrated development environment built for data scientists using R and Python; it features a console, syntax-highlighting editor supporting direct code execution, plotting, history management, debugging tools, and workspace controls. The open source edition runs on Windows, Mac, and Linux desktops and includes code completion, smart indentation, Visual Markdown editing, project-based working directories, integrated support for multiple working directories, R help and documentation search, interactive debugging, and extensive tools for package development, all under the AGPL v3 license. ...
    Starting Price: $1,163 per year
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    Backtrace

    Backtrace

    Backtrace

    Don’t let app, device, or game crashes get in the way of a great experience. Backtrace takes all the manual labor out of cross-platform crash and exception management so you can focus on shipping. Cross-platform callstack and event aggregation and monitoring. Process errors from panics, core dumps, minidumps, and during runtime across your stack with a single system. Backtrace generates structured, searchable error reports from your data. Automated analysis cuts down on time to resolution by...
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    Datorios

    Datorios

    Datorios

    Save hours developing and maintaining ETL/ELT data pipelines in an easy-to-use environment made for effortless debugging. Visualize changes pre-deployment to ease dev processes, expedite testing, and simplify debugging. Foster team collaboration and save time on the most painful development stages by working with Python and our easy-to-use interface. Consolidate any amount of data, in any format and from endless sources with zero data storing processing hesitations.
    Starting Price: Free
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    Ardent

    Ardent

    Ardent

    ...Ardent’s ingestors come preconfigured for many common data sources and work “out of the box,” enabling connection to warehouses, orchestration systems, and databases in under 30 minutes. It supports debugging on autopilot by referencing web and documentation knowledge, and is trained on thousands of real engineering tasks to solve complex pipeline issues with zero intervention. It is engineered to handle production contexts, managing numerous tables and pipelines at scale, running parallel jobs, triggering self-healing workflows, monitoring and enforcing data quality, and orchestrating operations through APIs or UI.
    Starting Price: Free
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    XMLSpy

    XMLSpy

    Altova

    Altova XMLSpy is the world's best-selling JSON and XML editor for modeling, editing, transforming, and debugging related technologies. XMLSpy JSON and XML Editor give developers the tools they need to build the most sophisticated applications with its graphical schema designer, code generation, file converters, debuggers, and profilers for working with XSD, XSLT, XQuery, XBRL, SOAP, and more. Developers need a JSON and XML editor that adds value beyond bracket matching and basic validation checking. ...
    Starting Price: $499 one-time payment
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    Apache Heron

    Apache Heron

    Apache Software Foundation

    Heron is built with a wide array of architectural improvements that contribute to high-efficiency gains. Heron is API compatible with Apache Storm and hence no code change is required for migration. Easily debug and identify the issues in topologies, allowing faster iteration during development. Heron UI gives a visual overview of each topology to visualize hot spot locations and detailed counters for tracking progress and troubleshooting. Heron is highly scalable both in the ability to execute large number of components for each topology and the ability to launch and track large numbers of topologies.
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    Studio 3T

    Studio 3T

    Studio 3T

    ...Use a drag-and-drop UI to build complex find() queries and filter array elements. Break down aggregation queries into manageable steps and build them stage by stage, for easier debugging and querying. Generate instant code in JavaScript (Node.js), Java (2.x and 3.x driver API), Python, C#, PHP, and Ruby from MongoDB and SQL queries that you can copy and paste into your application. Save MongoDB imports, exports, data comparisons, and migrations as tasks that you can run on demand. Or even better, skip the reminders and schedule them to run exactly when you need them. ...
    Starting Price: $499/year/user
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    SenseDeep

    SenseDeep

    SenseDeep

    Accelerate, design, debug and deliver serverless faster! The most powerful collection of DynamoDB tools with single-table aware data browser, designer, provisioning planner, migration manager and metrics. Browser and manage tables that understands your single-table designs. Manage schemas and entities with the single-table designer. Determine best provisioning with real historical data.
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    Altair Compose

    Altair Compose

    Altair Engineering

    Analyzing data, developing algorithms, or creating models - Altair Compose is designed to bring your ideas forward. Altair Compose is an environment for doing math calculations, manipulating, and visualizing data, programming, and debugging scripts useful for repeated computations and process automation. Altair Compose allows users to perform a wide variety of math operations including linear algebra and matrix manipulations, statistics, differential equations, signal processing, control systems, polynomial fitting, and optimization. The broad set of native CAE and test result readers accelerates system understanding and works with Altair Activate® to support model-based development, for multi-domain and system of systems simulations. ...
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    Mobilize.net

    Mobilize.net

    Mobilize.Net

    ...Faster than a rewrite, more productive than all other solutions. VBUC moves forms, business logic, and object names to .NET Framework or Core, keeping proven and debugged logic and processes intact. Web apps can be complex. WebMAP moves your .NET, PowerBuilder, and Winforms apps to the native web with Angular and ASP.NET Core while hiding the clutter.
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    Trackingplan

    Trackingplan

    Trackingplan

    Trackingplan is a marketing observability tool designed to save analysts and tagging specialists time. It continuously monitors both web and app traffic to automatically notify you before problems have a significant impact, helping you debug them to identify the problem’s origin and ensure its quick resolution. Trackingplan is plug and play: easy to install, it auto-detects all your analytics, product, and marketing stack, and starts monitoring after just a few days of learning. Moreover, every day, Trackingplan provides you with a summary report on the status of your websites and apps at the beginning of your workday. ...
    Starting Price: $299
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    Tobiko

    Tobiko

    Tobiko

    ...Tobiko only changes what's necessary. Don't rebuild everything when you add a column. You already built your change. Tobiko promotes prod instantly without redoing your work. Avoid debugging clunky Jinja and define your models in SQL. Tobiko works at a startup and at an enterprise scale. Tobiko understands the SQL you write and improves developer productivity by finding issues at compile time. Audits and data differences provide validation and make it easy to trust the datasets you produce. Every change is analyzed and is automatically categorized as either breaking or non-breaking. ...
    Starting Price: Free
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    Ingext

    Ingext

    Ingext

    ...Connecting streaming processing to data sources and data destinations, which we call sinks, is done independently from the processing. Making things clear and easy to debug. Processing transforms, enriches, and error-checks your data.
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    Serial Port Monitor

    Serial Port Monitor

    Electronic Team, Inc.

    Serial Port Monitor is a professional software application that allows reading and recording serial data going through your computer’s serial ports. The program is a big help for those who develop and debug software and hardware solutions that use COM ports for serial data transfer. RS232 Port Monitor comes with a slew of powerful features, including advanced filtering and search options, built-in terminal, convenient data visualizers, the ability to record serial communication data to a file, and more. The software has a streamlined and user-friendly interface and doesn’t require any programming skills. ...
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    Starting Price: $199 one-time payment
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    Anaconda

    Anaconda

    Anaconda

    ...Anaconda Enterprise takes the headache out of ML operations, puts open-source innovation at your fingertips, and provides the foundation for serious data science and machine learning production without locking you into specific models, templates, or workflows. Software developers and data scientists can work together with AE to build, test, debug, and deploy models using their preferred languages and tools. AE provides access to both notebooks and IDEs so developers and data scientists can work together more efficiently. They can also choose from example projects and preconfigured projects. AE projects are automatically containerized so they can be moved between environments with ease.
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    DB Sensei

    DB Sensei

    DB Sensei

    ...Effortlessly generate complex SQL queries with ease. The AI-driven generator will take the hassle out of crafting the perfect query. Identify and fix errors in your queries. Say goodbye to wasted time trying to debug your SQL code. Get a deeper understanding of queries with in-depth explanations of how they work. Learn the logic behind each query and the results it will produce. Improve the readability and understandability of your queries with the automatic formatting feature. Keep your code clean, clear, and easy to read. Generate, fix, explain, and format your SQL queries with a user-friendly and intuitive platform. ...
    Starting Price: $9 per month
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    LogicLoop

    LogicLoop

    LogicLoop

    AI can optimize and debug your queries until you get it just right. After years of working at operationally intensive startups in Silicon Valley, our team built LogicLoop to empower operations people to automate the critical business workflows they need to do their job without blocking on engineers. Your data should be working harder, not you. No more manually copy and pasting CSV files, refreshing dashboards, or begging engineers to build things.
    Starting Price: $49 per month
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    Entity Framework Core
    Entity Framework (EF) Core is a lightweight, extensible, open source and cross-platform version of the popular Entity Framework data access technology. Enables .NET developers to work with a database using .NET objects. Eliminates the need for most of the data-access code that typically needs to be written. With EF Core, data access is performed using a model. A model is made up of entity classes and a context object that represents a session with the database. The context object allows...
    Starting Price: Free
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    Talend Pipeline Designer
    ...Design and preview, in batch or streaming, directly in your web browser with an easy, visual UI. Scale with native support for the latest hybrid and multi-cloud technologies, and improve productivity with real-time development and debugging. Live preview lets you instantly and visually diagnose issues with your data. Make better decisions faster with dataset documentation, quality proofing, and promotion. Transform data and improve data quality with built-in functions applied across batch or streaming pipelines, turning data health into an effortless, automated discipline.
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    Redpanda Agentic Data Plane
    ...Built-in governance ensures every agent action is authorized, logged, and auditable. The platform enables agents to retrieve exactly the data they need with full context. Redpanda records and replays all agent activity for transparency and debugging. It helps enterprises move from experimental AI to production-ready agentic systems.
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    Sift

    Sift

    Sift

    Sift is a unified observability platform purpose-built for modern, mission-critical hardware systems that provides engineers with infrastructure and tooling to ingest, store, normalize, and explore high-frequency, high-cardinality telemetry and event data from design, validation, manufacturing, and operations in a single source of truth rather than fragmented dashboards and scripts; it centralizes diverse data types, aligns signals across subsystems, and structures information for fast search, visual review, and traceability so teams can detect anomalies, perform root-cause analysis, automate verification and validation, and debug hardware with real-time precision. It supports automated data review, no-code visualization and querying of massive datasets, continuous anomaly detection, and integration with engineering workflows, including CI/CD pipelines and tooling, while enabling telemetry governance, collaboration, reporting, and knowledge capture across siloed teams.
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    HumongouS.io

    HumongouS.io

    HumongouS.io

    ...From our no-code Admin Panel for your non-technical team members to our lightweight and flexible Dashboards for PMs and execs, to our Query Editor for engineers' day-to-day data analysis and debugging needs. Visualize individual data points into vibrant and expressive forms with Widgets. Transform your boolean values into green and red dots, your image URLs into actual images, or your dates into relative ones. Creating a form has never been easier. In fact, it's only one click away. Our smart search engine understands intends behind your requests and translates them into optimized MongoDB queries. ...
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    QStudio

    QStudio

    TimeStored

    ...Additional functionalities include data pivoting similar to Excel, exporting data to Excel or CSV, and AI-powered tools like Text2SQL for generating queries from plain English, Explain-My-Query for code walkthroughs, and Explain-My-Error for debugging assistance. Simply send the query you want and select the chart type to draw a chart. Send queries straight from within the editor to any of your servers. All data structures are handled perfectly.
    Starting Price: Free
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    DataWorks

    DataWorks

    Alibaba Cloud

    ...DataWorks works straight ‘out-the-box’ without the need to worry about complex underlying cluster establishment and operations & management. You can drag and drop nodes to create a workflow. You can also edit and debug your code online, and ask other developers to join you. Supports data integration, MaxCompute SQL, MaxCompute MR, machine learning, and shell tasks. Supports task monitoring and sends alarms when errors occur to avoid service interruptions. Runs millions of tasks concurrently and supports hourly, daily, weekly, and monthly schedules. ...
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    Evidently AI

    Evidently AI

    Evidently AI

    ...Scale to the complete monitoring platform. All within one tool, with consistent API and metrics. Useful, beautiful, and shareable. Get a comprehensive view of data and ML model quality to explore and debug. Takes a minute to start. Test before you ship, validate in production and run checks at every model update. Skip the manual setup by generating test conditions from a reference dataset. Monitor every aspect of your data, models, and test results. Proactively catch and resolve production model issues, ensure optimal performance, and continuously improve it.
    Starting Price: $500 per month
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    Hyperbrowser

    Hyperbrowser

    Hyperbrowser

    ...It offers features such as automatic captcha solving to streamline automation workflows, stealth mode to bypass bot detection, and session management with logging, debugging, and secure resource isolation. The platform supports over 10,000 concurrent browsers with sub-millisecond latency, ensuring scalable and reliable browsing with a 99.9% uptime guarantee. Hyperbrowser is compatible with various tech stacks, including Python and Node.js, and provides both synchronous and asynchronous clients for seamless integration.
    Starting Price: $30 per month
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    JSON Viewer

    JSON Viewer

    JSONViewer.tools

    jsonviewer.tools — a powerful and interactive JSON visualization platform that helps users easily view, analyze, and explore complex JSON data. Graph & Tree Visualization – Interactive 2D and compact graph modes with zoom, pan, and hover link visualization. Table View for CSV – Upload CSV files and view them in a clean, sortable table format. 3D Visualization – External 3D JSON graph visualization option. File Support – Upload and visualize JSON, CSV, and YAML...
    Starting Price: $1.99/month
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    PlanetScale

    PlanetScale

    PlanetScale

    ...Increase developer productivity with database branching, a Git-like feature that allows you to test and deploy schema changes to production with zero downtime. Get a database that enables you to monitor, debug, and even boost queries up to 1000x faster without leaving the product or investing in a separate set of tooling. You’ll never out-scale PlanetScale: Our solution is the only solution built on battle-tested Vitess, a database clustering system for horizontal scaling of MySQL used by GitHub, HubSpot, Slack and more.
    Starting Price: $29 per month
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    Comet

    Comet

    Comet

    ...Easily compare experiments—code, hyperparameters, metrics, predictions, dependencies, system metrics, and more—to understand differences in model performance. Monitor your models during every step from training to production. Get alerts when something is amiss, and debug your models to address the issue. Increase productivity, collaboration, and visibility across all teams and stakeholders.
    Starting Price: $179 per user per month
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