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Bugs are an unfortunate yet inevitable part of the software development process. Whether they are logical flaws, syntax errors, or other problems, bugs can negatively impact your Python projects’ performance and functionality. Luckily, many bug tracking software solutions have emerged to help Python developers with the debugging process. This guide features the top bug tracking tools for Python to help you pick the best solution to fit your programming needs.

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Zoho Bug Tracker

Zoho Bug Tracker

If you are a Python developer seeking fast, scalable, and simple issue tracking software, Zoho Bug Tracker may be right up your alley. The developer tool offers issue management so developers can record and track bugs according to the criteria they choose, and it has custom views to keep an eye on the most time-sensitive bugs.

Zoho Bug Tracker Features

Zoho Bug Tracker has a number of features outside of issue management, including:

  • Bug automation
  • Status reports
  • Built-in collaboration
  • Invoicing capabilities

Zoho Bug Tracker’s eye-catching bug status reports tell developers the number of bugs that have been logged and if they were resolved, so everyone stays in the loop. And speaking of staying in the loop, the issue tracking tool has forums, chat rooms, news feeds, and email functionality to promote team collaboration and fix issues quickly.

Automation is another Zoho Bug Tracker feature worth mentioning. As an example, Python developers can set rules to trigger email notifications to team members when a new bug is created, assigned, closed, reopened, etc. The programmer tool also has time tracking to log billable and non-billable hours, invoicing, custom fields and workflows, and integrations with other Zoho offerings and popular third-party apps.

Zoho Bug Tracker Pricing

Zoho Bug Tracker has three pricing options developers can choose from:

  • Free: Two projects for up to three users
  • Standard: $3 per user, per month
  • Premium: $8 per user, per month

The Free plan allows for three users and two projects, with limited features and is good if you want the bare basics or to try the software out, keeping in mind that you won’t have full access to all Zoho Bug Tracker offers. The Standard version is $3 per user, per month for up to 10 users and gets you access to more projects, templates, and larger storage capacity. The Premium offering is $8 per user, per month and grants teams full access to the software’s features, as well as unlimited projects.


Jira Project Management Dashboard

Jira is known for being the top software development tool used by Agile teams to track and manage projects. It also serves as an issue tracking tool for Python developers, engineers, project managers, and even non-technical team members. Jira is particularly helpful for small software projects, and users can use it to create any type of issue.

Jira Features

Jira has the following features for software development teams looking to track bugs:

  • Drag and drop backlog priorities
  • Integration with popular developer tools
  • Built-in project management
  • Agile-friendly

The way the issue tracking software works is rather simple. First, you capture a bug and create an issue with all its relevant details. Next, you assign the bug and drag and drop it into your team’s backlog according to priority. Once in the backlog, developers can create a new branch in Bitbucket or their favorite source code management tool to start resolving the bug directly from the Jira ticket. The ticket will automatically be updated to show pull requests, merges, and more so everyone is in the know.

Other Jira issue tracking features include integrations with top developer tools like Jenkins, GitHub, and Bitbucket, and automation templates to save time and boost focus. Jira is also a popular choice for project managers of development teams looking to manage software projects, making the tool multipurpose.

Jira Pricing

Jira has four pricing tiers to choose from, including:

  • Free: Free for up to 10 users with limited features
  • Standard: $7.75 per user, per month
  • Premium: $15.25 per user, per month
  • Enterprise: Contact sales for pricing

Jira’s Free plan has a decent amount of features and is good for teams that have 10 or fewer members that do not need everything Jira has to offer. Standard costs $7.75 per user, per month and adds features such as user roles and permissions, audit logs, data residency, and technical support during business hours. Premium costs $15.25 per user, per month and adds functionality like advanced roadmaps, sandboxes, guaranteed uptime, and 24/7 technical support. Finally, Enterprise pricing varies depending on your needs and grants users access to unlimited sites, centralized security controls, and centralized user subscriptions.

You can learn more about Jira by reading our Jira Project Management Software Review.


Bugyard Bug Tracker

Bugyard is a bug tracking tool that collects visual feedback from customers and teammates within your website. A Python developer can start using it by adding the Bugyard widget to their website. Next, they can get feedback from teammates, users, and clients directly from the website. Lastly, they can pinpoint any bugs and get new feature suggestions to improve the website.

Bugyard Features

Bugyard has the following bug tracking features:

  • Visual feedback
  • Detailed metadata
  • Collaboration dashboard
  • Third-party integrations

Bugyard offers a helpful visual feedback tool that lets website visitors take screenshots of issues on your site and submit them alongside detailed metadata, such as OS and browser details, making it easier to track down issues. Developers will receive a screenshot of your web page precisely as others see it, along with details like a link to the page, screen resolution, viewport size, and more for added context. And, to start addressing the feedback and improving your website, Bugyard lets you collaborate with team members without resorting to lengthy and confusing email threads via a built-in collaboration dashboard.

Bugyard can be used to report and track issues during the entire development process and integrates with popular third-party developer tools like Trello, Zendesk, and Slack to expand its functionality even more.

Bugyard Pricing

Bugyard has three pricing options, each with a 14-day free trial:

  • Freelancer: $9 per month for up to two users
  • Team: $19 per month for up to five users
  • Agency: $49 per month for 15 users.

Freelancer is $9 per month for up to two users and includes unlimited projects and feedback, integrations, and support via email. Team costs $19 per month for five users and has the same features as the Freelancer version. Finally, Agency also has the same features as the other pricing plans, but works for up to 15 users. If you have more than 15 users, you can contact sales for pricing.


BugHerd Tracking tool

Like Bugyard, BugHerd is a visual feedback and bug tracking tool described as “sticky notes on a webpage.” It is helpful for anyone involved in website development, including Python and developers requiring time-saving bug tracking capabilities and project managers and designers needing a user-friendly visual feedback tool.

BugHerd Features

BugHerd has the following features:

  • Useful for multiple departments
  • Point-and-click bug finding and reporting
  • No technical knowledge required to leave feedback
  • Kanban task board for task management of bugs

One big feature of BugHerd is that it can be used across different departments and businesses. For example, marketing agencies can use BugHerd to overhaul a client’s website or tweak landing pages. Python developers can use the bug tracking software to get actionable feedback from users during testing. eCommerce store owners can use BugHerd for debugging online shopping experiences. And web development agencies can use it for bug tracking on large and complex websites.

BugHerd eliminates the common issue of having to develop and maintain a website with vague feedback. Clients can use its simple point-and-click functionality to spot bugs and areas for improvement without the need for technical knowledge. Any feedback comes accompanied by a complete screenshot that includes details on the user’s browser, OS, CSS selector data, screen resolution, and more. Any software or website bugs get sent directly to the Kanban-style Task Board for further action. Python developers can use BugHerd as a standalone bug tracking tool, or they can deliver feedback to other issue tracking software like Basecamp and Jira through Zapier integration.

BugHerd Pricing

BugHerd has 5 pricing options:

  • Standard: $33 per month for up to 5 users
  • Studio: $58 per month for up to 10 users
  • Premium: $108 per month for up to 25 members
  • Deluxe: $191 per month for up to 50 members
  • Enterprise: Contact sales for pricing.

BugHerd starts with its Standard edition at $33 per month for up to five users with limited features. Studio costs $58 per month for up to 10 members and includes video feedback and more storage capacity. Premium costs $108 per month for up to 25 members and adds custom branding/logos, member-only commenting, more storage, and more integrations. Deluxe, meanwhile, will run you $191 per month for up to 50 members. It adds more storage capacity and access to all third-party integrations. Finally, the Enterprise level has custom pricing and unlocks BugHerd’s full potential. Bug Tracking

We continue with the theme of visual feedback and bug tracking tools with, a favorite of many agencies and web development teams. can speed up QA testing via annotation and markup tools that are user-friendly for non-technical clients. Features has a fairly extensive list of features for bug tracking and debugging, including:

  • Detailed screenshots
  • User journey videos
  • Built-in collaboration
  • Network logging

Python developers will have an easier time debugging and fixing issues with screenshots that display session environment details, including the website link, OS, browser, viewport, etc., and there are session replays that provide video of users’ website journeys.

Add in collaboration with stakeholders via comments, attachments, and status updates to cut down communication time through tedious emails and integrations with popular developer tools, and it is easy to see why so many use to make their programming lives easier. Pricing has the following three pricing options:

  • Starter: $39 per month for up to three members
  • Team: $99 per month for up to 15 members
  • Company: $259 per month for 50 members pricing begins with the Starter tier for $39 per month for up to three users. You get access to limited features with this version, such as screenshots and annotations, environment data, and collaboration tools. The Team version is $99 per month for 15 users and includes console logging, session replays, analytics, and CV exports. Lastly, the Company option is $259 per month for up to 50 members and unlocks every feature.


Smartsheet Project Management for Developers

Many software development teams rely on spreadsheet-styled Smartsheet for its project management and task-tracking features. If you are a Python developer, you can also use it for issue tracking or bug tracking. How? By creating sheets to track and manage issues or using one of its templates.

Smartsheet Features

In addition to its project management and bug tracking features, Smartsheet offers:

  • Team collaboration via commenting
  • Pre-designed bug tracking templates
  • Workflow automations

Create your own issue tracking sheet, and you can use rows to represent issues or bugs and columns to capture details like a description, priority, assignee, due date, status, etc. You can also enable comments on the sheet for team collaboration. Take the template route, and you can select from a bug tracker board template, issue tracker with form template, etc., to collect feedback, prioritize issues, assign owners, and more.

Smartsheet also has reminders, notifications, and automated workflows to assist with issue tracking, making it a suitable solution for Python developers who are not scared of doing a bit of extra work to track and resolve bugs.

Smartsheet Pricing

Smartsheet has four pricing plans:

  • Free: Free for 1 user
  • Pro: $7 per user, per month
  • Business: $25 per user, per month
  • Enterprise: Contact sales for pricing

Each level of pricing opens up more users and features for Smartsheet. The Free version is good for a single user that does not require more than the minimum views and dashboards. Pro is $7 per user, per month and adds the ability to include integrations, use management, and email support. Pro costs $25 per, per month and provides members with advanced features like document builders, activity logs, and unlimited automations. Finally, the Enterprise edition has custom pricing and unlocks every feature of Smartsheet.

Read our Smartsheet Project Management Software Review for more. Dashboard is another popular project management solution with issue tracking capabilities to make debugging easier for Python developers. You can create boards or templates in to track bugs and include all their essential details, plus use automations and notifications to stay up to date on their status. Features

Monday has the following features:

  • Built-in project management
  • Advanced reporting
  • Dependencies
  • Automations for workflows and tasks also has a bug tracking template through its Dev platform that includes columns for the reporter, source, status, customer impact, assignee, and submit date. Pricing offers the following pricing options:

  • Free: Free for up to two users
  • Basic: $8 per user, per month
  • Standard: $10 per user, per month
  • Pro: $16 per user, per month
  • Enterprise: Contact sales for pricing

Free is free for up to two users and has limited features. Basic is $8 per user, per month and offers unlimited items, priority customer support, and unlimited free viewers. Standard is $10 per user, per month. Users that choose this option get automations, additional views, and integrations. Pro costs $16 per user, per month and allows for more automations and integrations. Finally, the Enterprise version has custom pricing and unlocks the full potential of

Check out our PM Software Review for more about its features and benefits.

Final Thoughts on Bug Tracking Tools for Python

The bug tracking tools listed above should simplify your life as a Python developer. Pick the right issue tracking solution so you can keep errors to a minimum and keep those end users happy. If you are a member of a team of programmers, you may want to consider an option like that has project management built-in. Teams used to using spreadsheets to track their tasks and bugs might find it easier to transition into Smartsheet.

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