Rethinking Front-end Error Reporting

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LogRocket
Modern Frontend Monitoring and Product Analytics

Understanding problems in web apps is hard. Between mysterious JavaScript errors, user-reported bugs, and issues caught in QA, there’s a constant struggle to get ahead of the problems affecting your users. And these are just the obvious issues — most bugs are never actually reported since users who have a bad experience just leave or suffer in silence.

Traditional error-reporting tools (like BugSnag, Sentry, and Rollbar) only solve part of the problem. Originally designed for logging server-side errors, they later added browser SDKs as front-end applications grew more complex. While these tools capture some useful information like stack traces and metadata, many teams find that their alerting is too noisy (too many false positives to be useful), and that they don’t capture enough context to elucidate complicated issues.

Front-end is different

Investigating front-end and backend errors are very different processes. Server-side code runs on a single platform. Often, the only state in the system that can cause hard-to-reproduce errors comes from easily logged events like database or cache queries. When an unhandled exception in server code takes place, it usually means there is a clear-cut problem that needs to be fixed.

On the front-end, things aren’t so simple. The average web application runs in over 15 different browsers, across hundreds of device types. State can be highly complex, coming from memory, local storage, local databases, service workers, and APIs. A web app must be robust to connectivity issues and cross-browser differences, and unlike the backend where exceptions are usually clear-cut, it can be tricky to gauge the impact on the frontend.

Given the frequency and diversity of errors that front-end developers see, the most important question becomes, did this affect the user? Unfortunately, looking at just a stack trace and an exception message, it’s very difficult to know. Is this a P0 crippling bug? Or maybe just a nuisance.

Answering the right questions

You never quite know how things will break. (credit: xkcd.com)

Two years ago, we started thinking about what the perfect front-end bug report would look like. Clearly, it would collect basic information like a stack trace, metadata, and frequency histograms. But to really gauge the impact on the user, especially for hard-to-reproduce bugs, it has to let you actually see what happened.

LogRocket is our audacious attempt at doing just that — reproducing an issue as if it happened in your own browser.

It’s all in the video

At the center of a LogRocket error report is a pixel-perfect video that accurately captures what the user saw on screen. In order to do this without any performance impact, LogRocket instruments the DOM to record the HTML and CSS on the page at the time of the issue.

In addition, LogRocket records console logs, JavaScript errors, stacktraces, network requests/responses with headers + bodies, browser metadata, and custom logs. It also has deep integrations with libraries like React, Redux, and Angular to log actions and application state.

Watching the video is the fastest way to quickly know if an exception actually affected the user. And if it did, you can easily figure out what happened by reviewing network requests, logs, and application state.

User-reported bugs

When users ask for help, whether through a help desk, email, or worst of all, on Twitter — it is crucial that support and developers can quickly understand what went wrong. Unfortunately this typically means asking the user for screenshots, logs, and steps to reproduce.

With LogRocket, you can just search for a user and replay sessions where they encountered issues or asked for support. We’ve built integrations with most help desks like Intercom to let you view the user’s history directly from a chat.

Sometimes, it’s unclear if a user is just confused, or actually experiencing a bug. By reviewing the video replay, console and network logs from their session, you can easily make this distinction.

Most bugs aren’t explicit exceptions

While monitoring and fixing JavaScript exceptions is crucial to application health, the reality is that the majority of problems users experience aren’t explicit code errors and aren’t ever reported. UI glitches, slow performance, broken interfaces, and even confusing UX all negatively affect user happiness and your bottom line.

If front-end teams want to be able to ship new features quickly, they must have confidence that these issues are being proactively detected and surfaced.

Furthermore, issues of any type must be trustworthy — if there are too many false positives, alerts will simply be ignored.

Our mission: Surface all front-end problems that negatively affect users

JavaScript exceptions are just the first type of “issue” that we’ve started surfacing in LogRocket. The telemetry we’re collecting on the front-end lets us detect performance issues, broken interfaces, confusing UX, and more. We’ve started working with a select group of our customers like Reddit, Twitch, and AOL to surface these issues and will be rolling out to more customers in the next few months.

If you’re an existing LogRocket customer or want to start working with us, get in touch and you can join the beta.

Front-end is the future

The shift toward rich single page apps has undoubtedly improved both user experience quality and developer productivity. But with greater complexity comes the need for more observability. Existing tooling is not yet sufficient for teams to have confidence in the front-end code they ship.

At LogRocket, we’ve taken what we believe is a big step toward a solution — but there’s lots more work to do. If you want to help define the next generation of tooling for front-end developers, we’d love to meet you. We’re hiring 🙂

LogRocket
Modern Frontend Monitoring and Product Analytics
Tools mentioned in article
Open jobs at LogRocket
Software Engineer
Boston, MA or - US
About LogRocket Founded in 2016, LogRocket's goal is to make every experience on the web as perfect as possible. We're solving a huge challenge for product managers and developers - understanding the user experience. LogRocket is the first system that gives these teams complete visibility into their customer's experience using their web apps - through pixel-perfect replays of user sessions and clear insight into logs, errors, and network activity.  We've already attracted an elite roster of over 2,500 customers including Reddit, Ikea, and Airbnb, just to name a few. Our focus is on building software with care and craftsmanship and our engineering blog posts offer a taste of that. Backed by top investors such as Matrix Partners, Battery Ventures, and Delta-V Capital, we've raised $55M in funding and we're eager to bring talented people onboard to support our growth. We're on a mission to improve society's experience with software and that's where you come in.
  • Design a system to automatically detect the most common user paths across millions of events
  • Create a plugin to support react-native in our mobile recording SDK
  • Implement a search backend that allows users to search in real time across billions of log entries
  • Build a machine learning pipeline that automatically detects bugs in our users' apps
  • Enrich Salesforce data with customer usage data to help make our sales team more effective
  • Automate database scaling to improve operating cost while maintaining the ability to respond to traffic spikes
  • Build a system that automatically recommends integrations for customers based on their toolset
  • If you don’t meet all of these, we still encourage you to apply. We believe that code is code, regardless of language, and learning different tools is part of joining a new company.
  • Familiarity with the state of the art in cloud technologies, including architectural principles, specific tools of the trade, and their strengths and weaknesses
  • Some experience in development environments with demanding scalability or availability requirements
  • Familiarity with modern Javascript-based applications and frameworks
  • A strong collaborator who is transparent about progress on tasks, seeks feedback early and often, works effectively with the team
  • A motivated worker who delivers on engineering estimates
  • At least one previous full-time software engineering role
  • Extensive health, dental, and vision benefits
  • Open vacation policy - we all work hard and take time for ourselves when we need it, no strings attached
  • Three months of fully-paid parental leave to any employee welcoming a child into their home
  • 401k and commuter benefits
  • Generous stock options - we all get to own a piece of what we’re building
  • Regular team outings and activities
  • Flexible working hours and location
  • Monthly employee gifts
  • For those in office, catered lunches throughout the week and a fully stocked kitchen with all your favorite snacks (healthy & non-healthy)
  • Senior Software Engineer
    Boston, MA or - US
    About LogRocket Founded in 2016, LogRocket's goal is to make every experience on the web as perfect as possible. We're solving a huge challenge for product managers and developers - understanding the user experience. LogRocket is the first system that gives these teams complete visibility into their customer's experience using their web apps - through pixel-perfect replays of user sessions and clear insight into logs, errors, and network activity.  We've already attracted an elite roster of over 2,500 customers including Reddit, Ikea, and Airbnb, just to name a few. Our focus is on building software with care and craftsmanship and our engineering blog posts offer a taste of that. Backed by top investors such as Matrix Partners, Battery Ventures, and Delta-V Capital, we've raised $55M in funding and we're eager to bring talented people onboard to support our growth. We're on a mission to improve society's experience with software and that's where you come in.
  • Design a system to automatically detect the most common user paths across millions of events
  • Create a plugin to support react-native in our mobile recording SDK
  • Implement a search backend that allows users to search in real time across billions of log entries
  • Build a machine learning pipeline that automatically detects bugs in our users' apps
  • Enrich Salesforce data with customer usage data to help make our sales team more effective
  • Automate database scaling to improve operating cost while maintaining the ability to respond to traffic spikes
  • Build a system that automatically recommends integrations for customers based on their toolset
  • If you don’t meet all of these, we still encourage you to apply. We believe that code is code, regardless of language, and learning different tools is part of joining a new company.
  • Familiarity with the state of the art in cloud technologies, including architectural principles, specific tools of the trade, and their strengths and weaknesses
  • Some experience in development environments with demanding scalability or availability requirements
  • Familiarity with modern Javascript-based applications and frameworks
  • A strong collaborator who is transparent about progress on tasks, seeks feedback early and often, works effectively with the team
  • A motivated worker who delivers on engineering estimates
  • At least one previous full-time software engineering role
  • Extensive health, dental, and vision benefits
  • Open vacation policy - we all work hard and take time for ourselves when we need it, no strings attached
  • Three months of fully-paid parental leave to any employee welcoming a child into their home
  • 401k and commuter benefits
  • Generous stock options - we all get to own a piece of what we’re building
  • Regular team outings and activities
  • Flexible working hours and location
  • Monthly employee gifts
  • For those in office, catered lunches throughout the week and a fully stocked kitchen with all your favorite snacks (healthy & non-healthy)
  • Security Operations Engineer
    Boston, MA or
    Get in on the ground floor at one of Boston's top startups and help us solve a huge challenge for developers and product teams - understanding customer experience. LogRocket is the first system that gives these teams complete visibility into their customer's experience using their web apps - through pixel-perfect replays of user sessions and clear insight into logs, errors and network activity. We've already attracted an elite roster of customers (Reddit, Twitch, Airbnb) and we've raised over $30M from top investors including Battery Ventures and Matrix Partners. If you’d like to join in on our mission of making every experience on the web as perfect as possible, while taking on massive ownership over your work and helping scale LogRocket to be a pillar in the Boston tech community - we’d love to speak with you! About the Role We’re looking to bring aboard our first Security Operations Engineer to help monitor and secure our quickly growing infrastructure. LogRocket tracks millions of events across our customers’ web applications to help product teams quickly identify and squash any bugs or errors that arise. We want to empower our engineers to build products using this data and allow them to directly support our customers while maintaining high visibility of data access, anomalous behavior, and potential for abuse.
  • Work on improving our security logging, monitoring, and alerting
  • Deploy and maintain tools for scanning dependencies, build artifacts, network configuration, and more
  • Regularly review and improve our SIEM, DLP, and endpoint protection programs
  • Build and deploy tooling to improve auditable data access across the LogRocket platform
  • Help to maintain our SSO infrastructure for both corporate and customer authentication
  • Champion security awareness across the organization
  • You have a strong understanding of state-of-the-art security practices and tooling
  • You are a champion of modern zero trust authentication practices
  • You deeply understand cloud provider security models
  • You work to create security systems that empower daily use, but prevent broad escalation. You favor auditable self-serve one-off access over heavily restricted always-on admin permissions
  • You can navigate clunky enterprise customer security requirements without heavily compromising on any of the above
  • Catered lunch throughout the week and a fully stocked kitchen with all your favorite snacks (healthy AND un-healthy) when we’re back in the office
  • Open vacation policy - we all work hard and take time for ourselves when we need it, no strings attached
  • Extensive Health, Dental, Vision benefits paid for by us, along with 401k and Commuter benefits
  • Generous stock options - we all get to own a piece of what we’re building
  • Regular team outings and activities (craft nights, boat cruises, excursions out of the city, and many more!)
  • Flexible working hours and location
  • Ample opportunities to learn and take on new responsibilities in a fast-paced, growth-mode startup
  • Backend Services Engineer
    Boston, MA or
    LogRocket's mission is to help engineering and product teams create excellent experiences for their customers. By recording videos of user session, along with logs and network data, LogRocket intelligently highlights UX issues and surfaces the root cause of every bug. In this role, you'll architect and build the system that processes millions of events per day for LogRocket, our service for understanding frontend issues. You'll ship enhancements to our backend within the first few weeks as you come up to speed, then take on the design, delivery, monitoring, and maintenance of entire parts of our backend stack. We've raised over $30M from top investors including Battery Ventures and Matrix Partners, and are currently doubling in usage every few weeks. It's a great time to join!
  • Design a queue system that can dynamically scale to millions of events per second
  • Implement a search backend that allows users to search in real time across millions of log entries
  • Build a machine learning pipeline that automatically detects bugs in our users' apps
  • Familiarity with the state of the art in cloud technologies, including architectural principles, specific tools of the trade, and their strengths and weaknesses
  • Some experience operating applications with demanding scalability or availability requirements
  • A strong understanding of the performance, architecture, and cost of cloud systems
  • A strong collaborator who is transparent about progress on tasks, seeks feedback early and often, works effectively with the team
  • A motivated worker who delivers on engineering estimates
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