Roadmap ​

This page outlines what's available in Obvyr today, what's actively in development, and what we're planning for the future. We're launching our MVP to alpha customers, and your feedback will help shape our priorities.

Now: Available in MVP ​

These features are available today for alpha customers:

Core Data Collection ​

  • ✅ JUnit XML Parsing - Core feature: Automatic ETL processing of JUnit test results into test-level insights (individual test pass/fail, execution times, failure messages)
  • ✅ Observation Capture - Wrap test commands to capture JUnit XML output and execution metadata
  • ✅ Complete Execution Context - Stdout/stderr, exit codes, timing, user, timestamp, environment variables
  • ✅ File Attachments - Attach test reports, coverage data (5MB per file, 10MB total)

Pattern Analysis ​

  • ✅ Flaky Test Detection - Identify tests that fail inconsistently across executions
  • ✅ Test-Level Metrics - Pass rates, execution times, failure patterns for every test
  • ✅ Performance Tracking - Monitor test execution time trends over time
  • ✅ User Context Tracking - Track who ran tests (CI vs. local developers via OBVYR_CLI_USER)

Dashboard & Visualisation ​

  • ✅ Project Dashboard - Execution metrics, pass rates, test health overview
  • ✅ Observation History - Complete audit trail of all test executions
  • ✅ Test-Level Insights - Individual test performance and reliability data
  • ✅ Trend Analysis - Performance and reliability trends over time

CLI & Configuration ​

  • ✅ Multi-Profile Support - Named profiles for DEV, STAGING, PROD environments
  • ✅ Flexible Installation - pipx, uvx, or pip installation methods
  • ✅ Zero Workflow Disruption - Tests run exactly as before, CLI wraps transparently
  • ✅ CI/CD Integration - GitHub Actions, GitLab CI, Jenkins examples

Next: Actively in Development ​

Features we're building for the next release (coming within 1-2 months):

Enhanced Data Collection ​

  • 🔨 Coverage Data Processing - Capture and analyse test coverage trends
  • 🔨 Extended Attachment Types - Support for additional file formats and structured data
  • 🔨 Enhanced Metadata Capture - Git commit SHA, branch names, PR numbers

Advanced Analytics ​

  • 🔨 Environment Comparison - Automated local vs. CI execution pattern comparison
  • 🔨 Root Cause Analysis - Systematic identification of environmental differences
  • 🔨 Failure Correlation - Identify what failures correlate with (user, time, CI runner, etc.)

Dashboard Enhancements ​

  • 🔨 Flaky Test Dashboard - Dedicated view for flaky test identification and resolution
  • 🔨 Performance Dashboard - Visual trending of test execution time
  • 🔨 Test Health Scores - Overall reliability scoring per test

Future: On Our Roadmap ​

Features we're planning for future releases (3-6 months out):

Intelligent Test Analysis ​

  • 📋 Test Value Assessment - Identify which tests catch bugs vs. which never fail
  • 📋 AI-Generated Test Validation - Systematic quality analysis of AI-generated tests
  • 📋 Optimisation Recommendations - Evidence-based suggestions for test suite improvement

Advanced Insights ​

  • 📋 Bug Correlation - Link test failures to actual production bugs
  • 📋 CI/CD Optimisation - Identify safe test removal candidates to reduce CI time
  • 📋 Cost Analysis - Calculate CI compute costs per test

Team & Compliance ​

  • 📋 Team Analytics - Test execution patterns by team or developer
  • 📋 Compliance Reporting - Automated audit trail reports for regulatory requirements
  • 📋 SLA Monitoring - Track test reliability against defined service level targets

Integration & Extensibility ​

  • 📋 Webhook Support - Trigger actions based on test execution patterns
  • 📋 API Access - Programmatic access to Obvyr data and insights
  • 📋 Custom Dashboards - Build custom views and reports

How We Prioritise ​

Our roadmap is driven by:

  1. Alpha Customer Feedback - Your needs and pain points come first
  2. Value Delivered - Features that provide immediate, measurable impact
  3. Data Foundation - Building comprehensive data collection before advanced analytics
  4. MVP Validation - Proving core value before expanding feature set

Share Your Feedback ​

As an alpha customer, your input shapes our priorities. What features would provide the most value for your team?

  • Email: hello@obvyr.com
  • Feature requests: Share specific use cases and challenges you're facing

Legend ​

  • ✅ Available Now - Ready to use in production
  • 🔨 In Development - Actively being built (1-2 months)
  • 📋 Planned - On the roadmap (3-6 months)

Last Updated: February 2026

Alpha Customer Advantage

As an alpha customer, you'll get early access to features as they move from "Next" to "Now." We'll notify you when new capabilities are available.