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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.
Artificial Intelligence Software
Artificial Intelligence (AI) software is computer technology designed to simulate human intelligence. It can be used to perform tasks that require cognitive abilities, such as problem-solving, data analysis, visual perception and language translation. AI applications range from voice recognition and virtual assistants to autonomous vehicles and medical diagnostics.
  • 1
    Muse Spark 1.2
    ...The model was trained with expanded coding compute, diverse development environments, self-improvement loops, and long-running engineering tasks. Built for AI developers and software teams, Muse Spark 1.2 helps agents plan, write, validate, debug, and optimize code with greater autonomy.
    Starting Price: $1.25 per 1M tokens (input)
  • 2
    Latta

    Latta

    Latta

    ...This integration facilitates quick identification and resolution of issues without the need to leave the IDE. Overall, Latta AI aims to reduce the time developers spend on debugging by up to 40%, enhancing efficiency and allowing teams to focus on innovation.
    Starting Price: $0.05 per fix
  • 3
    neatlogs

    neatlogs

    neatlogs

    neatlogs is a collaborative debugging and AI reliability platform that provides all the tools your team needs to identify, understand, and fix AI agent issues efficiently Here’s what you can do today: - Trace and replay: See what your agent did, step by step. - Detect failures: Automatically flag traces using conditions, patterns, and classifiers. - Investigate: Ask Neat AI to investigate runs and turn its findings into fixes
  • 4
    Digma

    Digma

    Digma

    Using runtime information, Digma integrates into your IDE to continuously highlight issues, regressions, and problems, as you code. Immediately see how any function scales in CI or production and spot issues while still in development. Accelerate code changes and avoid endless regressions, by analyzing how the code performs, Digma provides critical analytics on usage, errors, and performance baselines to make sense of forgotten code and ownerless libraries. Immediately understand what’s...
  • 5
    {CodeWhizz}

    {CodeWhizz}

    {CodeWhizz}

    The AI-Powered Python and JavaScript Generator/Debugger/Tutor. Become a pro-coder in seconds. Generate pro-level code in an instant. Type what you need, run the program, and boom! The Whizzy AI model will compute your request and generate your code in an editable code window, so you can touch it up and personalize it however you need. Don't hassle with clunky and slow IDE's, the integrated CodeEngine will run your Python code and generate outputs, and plots, seamlessly. The...
    Starting Price: $37.50 per month
  • 6
    DevEco Studio
    DevEco Studio is the official HarmonyOS integrated development environment for app and atomic service development, providing AI-assisted programming, build tools, real-time UI preview, code debugging, performance tuning, emulators, and other capabilities to help developers efficiently create HarmonyOS applications and services. Built for the HarmonyOS ecosystem, it supports the full development process from project creation and coding to compilation, signing, debugging, profiling, packaging, and release preparation. Developers can build HarmonyOS applications with ArkTS and ArkUI, use visual and real-time preview capabilities to check interface changes quickly, and rely on integrated debugging tools to locate issues during development. ...
  • 7
    Traceloop

    Traceloop

    Traceloop

    Traceloop is a comprehensive observability platform designed to monitor, debug, and test the quality of outputs from Large Language Models (LLMs). It offers real-time alerts for unexpected output quality changes, execution tracing for every request, and the ability to gradually roll out changes to models and prompts. Developers can debug and re-run issues from production directly in their Integrated Development Environment (IDE).
    Starting Price: $59 per month
  • 8
    omp

    omp

    omp

    omp is an open source AI coding agent and development harness that provides developers with a powerful local environment for AI-assisted engineering. It connects AI models directly to IDE capabilities, debugging tools, code execution, language servers, browser automation, memory, and dozens of built-in development tools. It supports more than 40 AI providers while allowing developers to use a single interface across cloud and local language models. omp enhances coding performance with features such as intelligent code editing, parallel subagents, persistent execution environments, integrated debugging, and advanced code review workflows. ...
    Starting Price: Free
  • 9
    Blackbird API Development
    ... * Automate Repetitive Tasks: Utilize AI to automatically generate boilerplate code for both client and server-side APIs. * Test Effectively: Access publicly available URLs for testing in a production-like test environment through Blackbird's ephemeral testing environments. * Debug Seamlessly: Set breakpoints and debug directly from your preferred IDE with Blackbird's integrated debugging tools. * Deploy Smoothly: Utilize a 24/7 hosted environment for progressive and repeated testing without reconfiguration, facilitated by Blackbird's containerized deployment.
    Starting Price: $69/month
  • 10
    Defang

    Defang

    Defang

    Defang is a developer-centric platform that simplifies the process of developing, deploying, and debugging cloud applications. By leveraging AI-assisted tooling, Defang enables developers to swiftly transition from an idea to a deployed application on their preferred cloud provider. The platform supports multiple programming languages, including Go, JavaScript, and Python, allowing developers to start with sample projects or generate project outlines using natural language prompts. ...
    Starting Price: $10 per month
  • 11
    Muse Code
    ...Muse Code includes bundled skills such as /plan for approval-gated planning, /grill for stress-testing plans, and /goal for working toward completion. Built for AI developers and software teams, Muse Code helps automate coding workflows, long-running engineering tasks, debugging, and repository-level development.
    Starting Price: $1.25 per 1M tokens (input)
  • 12
    SwapCode AI

    SwapCode AI

    SwapCode AI

    SwapCode AI is a special helper that makes it easy to change one kind of code into another. Imagine if you were playing with blocks, and you wanted to turn a square block into a round one—it does that for code! It helps developers and teams make their code work in new ways without breaking anything. It works with lots of different types of code, like the ones used to make websites, games, and apps. For example, if you have a puzzle piece that fits in a Java puzzle but needs to fit in a...
    Starting Price: $20/month
  • 13
    Goodfire AI

    Goodfire AI

    Goodfire AI

    Goodfire helps teams understand and debug AI models by uncovering the hidden representations inside neural networks and removing the guesswork from AI training, moving model development from alchemy to precision engineering. Its platform, Silico, is built for intentional model design, letting teams build AI models with the precision of written software by seeing what models have learned, finding undesired behavior, and making targeted interventions to improve performance.
  • 14
    Langtail

    Langtail

    Langtail

    Langtail is a cloud-based application development tool designed to help companies debug, test, deploy, and monitor LLM-powered apps with ease. The platform offers a no-code playground for debugging prompts, fine-tuning model parameters, and running LLM tests to prevent issues when models or prompts change. Langtail specializes in LLM testing, including chatbot testing and ensuring robust AI LLM test prompts. With its comprehensive features, Langtail enables teams to: • Test LLM models thoroughly to catch potential issues before they affect production environments...
    Starting Price: $99/month/unlimited users
  • 15
    GLM Coding Plan
    ...It provides access to advanced models such as GLM-4.7 and GLM-5, which can be used across popular AI coding environments like Claude Code, Cline, OpenCode, and other tools that support OpenAI-compatible APIs. The system allows developers to use natural language programming to describe requirements and automatically generate code, debug issues, and execute tasks, while also offering real-time, context-aware code completion to improve productivity. It includes intelligent debugging and repair capabilities, enabling models to analyze errors, suggest fixes, and maintain smooth execution throughout development. DevPack is designed with a structured interface that AI agents can understand, allowing seamless interaction between tools and models.
  • 16
    Vivgrid

    Vivgrid

    Vivgrid

    ...On the deployment side, it operates a globally distributed inference network to ensure low-latency (sub-50 ms) execution and exposes metrics like latency, cost, and usage in real time. It aims to simplify shipping resilient AI systems by combining debugging, evaluation, safety, and deployment into one stack, so you're not stitching together observability, infrastructure, and orchestration.
    Starting Price: $25 per month
  • 17
    Enter Code

    Enter Code

    Converge AI

    ...For debugging, Enter Code traces failures, patches code, adds regression coverage, and proves the issue stays fixed. It works across Go, Python, Rust, Java, TypeScript, backend services, CLI tools, mobile apps, data pipelines, and infrastructure code.
    Starting Price: $12 per month
  • 18
    Kropply

    Kropply

    Kropply

    ...Kropply generates code, provides action points and explains errors whenever you have a runtime or package error. Whether you're a senior developer or just learning to code Kropply will help you reduce your debugging time and allow you to be more efficient while you code!
    Starting Price: $24.99
  • 19
    Langfuse

    Langfuse

    Langfuse

    Langfuse is an open source LLM engineering platform to help teams collaboratively debug, analyze and iterate on their LLM Applications. Observability: Instrument your app and start ingesting traces to Langfuse Langfuse UI: Inspect and debug complex logs and user sessions Prompts: Manage, version and deploy prompts from within Langfuse Analytics: Track metrics (LLM cost, latency, quality) and gain insights from dashboards & data exports Evals: Collect and calculate scores for your LLM completions Experiments: Track and test app behavior before deploying a new version Why Langfuse? ...
    Starting Price: $29/month
  • 20
    Honeycomb

    Honeycomb

    Honeycomb.io

    ...Pinpoint the cause. Optimize your code. See your prod in hi-res. Our SLOs tell you when your customers are having a bad experience so that you can immediately debug why those issues are happening, all within the same interface. Use our Query Builder to easily slice and dice your data to visualize behavioral patterns for individual users and services (grouped by any dimensions).
    Starting Price: $70 per month
  • 21
    GoCodeo

    GoCodeo

    GoCodeo

    GoCodeo is an AI-powered coding assistant designed to enhance developer productivity by automating code generation, testing, and debugging. Integrated with VS Code, the platform helps developers build, test, and deploy applications faster and more efficiently. It provides real-time AI-driven suggestions for coding, generates production-ready tests in under 30 seconds, and offers intelligent debugging with failure insights. GoCodeo supports over 25 programming languages and frameworks, making it a versatile tool for developers working in various environments. ...
    Starting Price: $9 per month
  • 22
    Guide Labs

    Guide Labs

    Guide Labs

    Guide Labs is developing a new class of interpretable AI systems and foundation models that humans can reliably debug, trust, and understand. Our models are engineered to produce human-understandable factors for any output, provide reliable context citations, and specify which training data influences the generated output. This approach addresses issues in current AI systems, which often produce explanations unrelated to their outputs, are difficult to debug, and are challenging to control and align. ...
  • 23
    Flip AI

    Flip AI

    Flip AI

    ...Our LLM has been trained to understand and mitigate thousands of critical incidents, across every type of architecture imaginable – giving enterprise developers access to the world’s best debugging expert. Our LLM was built to solve the hardest part of the software engineering process – debugging production incidents. Our model requires no training and works on any observability data system. It can learn based on feedback and finetune based on past incidents and patterns in your environment while keeping your data in your boundaries. ...
  • 24
    Kodosumi

    Kodosumi

    Masumi

    ...Designed for handling bursty traffic and long-running workflows, it dynamically scales across Ray clusters to ensure consistent performance. Kodosumi integrates real-time logging and monitoring through the Ray dashboard, providing instant observability and streamlined debugging of complex flows. Core building blocks include autonomous agents (task performers), orchestrated flows, and deployable agentic services, all managed via a pragmatic web admin panel.
    Starting Price: Free
  • 25
    GPT Pilot

    GPT Pilot

    Pythagora

    GPT Pilot is an open-source AI tool that acts as a full AI developer, capable of generating production-ready applications with minimal human input. Unlike simple code autocompletion tools, GPT Pilot can write complete features, debug code, communicate about issues, and even request code reviews. This tool aims to push the boundaries of AI-assisted software development by handling up to 95% of coding tasks, while leaving the final 5% to developers. It’s built to integrate with platforms like VS Code, enabling developers to collaborate seamlessly with AI in real-time.
    Starting Price: Free
  • 26
    Jots

    Jots

    Jots

    Jots is a developer‑friendly journaling app designed for logging ideas, errors, solutions, and insights to boost problem‑solving and track growth. It helps developers “rubber‑duck” their thoughts to debug faster, document pull‑request backstories so future-you and your team understand why refactors happened, and log debugging steps to avoid repeating the same searches. Jots supports organizing thoughts and tagging important notes, helps track progress, and captures side‑project insights all in one place. It’s built to help developers measure their journey, prep for promotions or interviews by showcasing achievements, and reduce repetitive Googling by saving learnings in a personal, searchable journal. ...
    Starting Price: Free
  • 27
    KaibanJS

    KaibanJS

    KaibanJS

    ...A Trello‑like Kaiban Board transforms console logs into shareable, real‑time workflows, while its Redux‑inspired state management ensures consistent handling of agent states, tasks, and results. Built‑in observability captures every state change, tool call, and log for easy debugging and performance monitoring, and extensibility comes via integrations with major frameworks, multiple LLM providers, language‑chain‑compatible tools, and custom plugins. Lightweight and framework‑agnostic, KaibanJS lets JavaScript developers orchestrate, monitor, and iterate on complex agentic workflows.
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    Lucidic AI

    Lucidic AI

    Lucidic AI

    ...It provides developers with visual, interactive insights, including searchable workflow replays, step-by-step video, and graph-based replays of agent decisions, decision tree visualizations, and side‑by‑side simulation comparisons, that enable you to observe exactly how your agent reasons and why it succeeds or fails. The tool dramatically reduces iteration time from weeks or days to mere minutes by streamlining debugging and optimization through instant feedback loops, real‑time “time‑travel” editing, mass simulations, trajectory clustering, customizable evaluation rubrics, and prompt versioning. Lucidic AI integrates seamlessly with major LLMs and frameworks and offers advanced QA/QC mechanisms like alerts, workflow sandboxing, and more.
  • 29
    TraceRoot.AI

    TraceRoot.AI

    TraceRoot.AI

    TraceRoot.AI is an open source, AI-native observability and debugging platform designed to help engineering teams resolve production issues faster. It consolidates telemetry into a single correlated execution tree that provides causal context for failures. AI agents operate over this structured view to summarize issues, pinpoint likely root causes, and even suggest actionable fixes or draft GitHub issues and pull requests.
    Starting Price: $49 per month
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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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