AppTron
One-Line Outcome
Decreased QA regression cycles by 63% and resolved 2 critical bugs within hours using MIRSA’s AppTron Automation for a high-velocity grocery delivery app.
The Challenge
A grocery delivery startup with 100K+ daily active users faced increasing technical debt due to frequent weekly deployments. Manual QA cycles were overloaded, and hotfixes for crashes or logic breaks often took multiple sprints. Missed bugs affected checkouts, payments, and time-sensitive flows — damaging trust and conversions.
The Strategy
ThinkAlternate enabled AppTron within MIRSA to automate diagnostics, bug resolution tracking, and routine testing:
- Configured real-time alerting for crash events, network latency, and backend bottlenecks
- Set up auto-prioritization for bugs based on user session impact and app usage
- Linked crash signatures to GitHub issues with resolution suggestions
- Enabled regression test automation via Ghost Bugs integration
- Generated fix recommendations with confidence scores using AppTron AI models
Execution
- Monitored 800+ weekly builds through CI/CD pipelines with AppTron hooks
- Resolved 2 critical crashes (cart freeze & failed payment) within 48 hours
- Delivered automated triage summaries every day to QA and product leads
- Enabled release gatekeeping via automated risk score thresholds
Results
- Reduced QA regression time by 63%
- Fix rate of flagged bugs improved by 46%
- 22% increase in engineering throughput
- Downtime incidents decreased from 6/month to 1/month
- AppTron’s confidence score for fix recommendations > 88%
Client Testimonial
“It’s like having an engineering assistant who never sleeps. AppTron gave us both quality control and confidence at scale.”
— VP of Engineering, Grocery Delivery App
Services Delivered
- Automated Crash Detection & Reporting
- AI-Powered Bug Resolution Assistant
- Issue Impact Scoring & Prioritization
- Release Risk Scoring Engine
- QA Regression Automation
Related Modules
- Performax Engine
- Ghost Bugs
- Root Cause Engine
- App Health Dashboard
Call to Action
Your app deserves more than postmortem fixes. Let AppTron prevent breakdowns before users even notice.
Automate insights, actions, and assurance with MIRSA.
