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Toolbar - Bug Reports with AI
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Toolbar - Bug Reports with AI
A simple way to report bugs that devs actually understand.
# Productivity Tools
Featured on : Nov 2. 2025
Featured on : Nov 2. 2025
What is Toolbar - Bug Reports with AI?
Capturing bug reports that devs actually understand is hard. Toolbar makes it simple. See a bug → take a screenshot or record → you’re done. Toolbar automatically captures the browser environment and every step that led to the issue, so engineers get the full story - no guessing, no “can you repro?”. All of this is powered by AI.
Problem
Users struggle with capturing bug reports that devs actually understand, leading to incomplete context, manual reproduction steps, and prolonged back-and-forth communication.
Solution
A browser extension tool that automatically captures browser environment data and user steps via AI when reporting bugs through screenshots or screen recordings, eliminating manual context collection.
Customers
Web developers, QA engineers, and product managers who need efficient bug reproduction and resolution workflows.
Unique Features
AI-powered automatic capture of browser metadata (e.g., console logs, network requests) and user interaction sequences during bug reporting.
User Comments
Saves hours in debugging by providing full context
Reduces 'can you repro?' questions from devs
Intuitive screenshot-based reporting
Seamless integration with workflows
AI context parsing improves accuracy
Traction
Launched v1.0 with 2,000+ users in 3 months
Integrated with Jira and Linear
$15k MRR as of Q3 2024
Market Size
The global software quality assurance (QA) market was valued at $9.6 billion in 2020, with bug-tracking tools being a critical segment (Grand View Research).