Debugging is often a race against time. You have a crash report in front of you, the stack trace is long, the logs are noisy, and your first question is always the same: “Where do I even start?”
With AI Insights, Bugsee takes that first step for you.
What Is AI Insights?
AI Insights is a new feature built directly into the Bugsee issue viewer. With a single click on the “AI Insights” button, Bugsee automatically spins up an AI agent that:
- Absorbs all available context from the crash report: stack trace, device logs, session events.
- Analyzes the issue using the reasoning power of large language models, pretrained on public code, shared libraries, documentation, and issue trackers.
- Surfaces the most likely root cause and suggests practical next actions to resolve it.
No setup, no integrations, no additional configuration. Just click, and Bugsee delivers insight.
How It Works
When you view a crash report in the Bugsee dashboard, you’ll now see the AI Insights button.
Here’s what happens behind the scenes:
- Context Collection — Bugsee gathers the stack trace, logs, device and session data for the issue.
- AI Analysis — An AI agent processes the crash report, reasoning across its training on the wider software ecosystem: shared libraries, known error patterns, and real-world debugging practices.
- Root Cause Hypothesis — The AI highlights the most likely problem source, such as a misused API, memory handling bug, or compatibility issue.
- Suggested Next Actions — Concrete steps are provided to guide your debugging workflow, such as checking a specific library version, adding guards, or reproducing the crash under certain conditions.
Why It Matters
Even without access to your source code, AI can provide tremendous value just from the crash trace and logs. Many issues come down to common patterns already well-documented in open-source projects, developer forums, or public bug trackers.
By leveraging that vast body of collective knowledge, AI Insights can save you hours of head-scratching and reduce the time from crash report to actionable fix.
Privacy by Design
Importantly, AI Insights works entirely on Bugsee’s crash data—your source code and environment remain untouched. This ensures:
- Zero integration overhead: No need to connect IDEs or pipelines.
- No data exposure: Your private repositories never leave your control.
- Drop-in value: You can start benefiting immediately, without setup.
Final Thoughts
With AI Insights, debugging in Bugsee becomes not just reactive, but proactive. Every issue report is now accompanied by immediate, context-aware guidance—helping your team move faster, cut down mean time to resolution, and focus on building instead of chasing down crashes.
Bugsee has always been about visibility. With AI Insights, we’re adding clarity.
One click, and the path forward is revealed.