
What Is Propolis?
Propolis redefines quality assurance by deploying self-guided, AI-native browser agents that navigate your web application with human-like intuition. These agents don’t follow brittle scripts—they observe, learn, and reason through UI flows in real time, proactively detecting regressions, edge-case failures, and UX breakdowns. Built for speed and resilience, Propolis turns QA from a bottleneck into an autonomous layer of product intelligence—empowering teams to release confidently, continuously, and at scale.
Getting Started with Propolis
Launch Propolis in minutes: connect your staging or production environment, define your test scope (or let the system auto-discover critical paths), and activate intelligent swarms. Each agent behaves as a unique user—clicking, typing, scrolling, and navigating organically—while collectively mapping behavior across hundreds of concurrent sessions. Trigger runs on demand, per CI/CD event (e.g., PR merge, build completion), or on adaptive schedules. Within seconds, you’ll receive actionable diagnostics: visual replay clips, DOM snapshots, network logs, and precise error localization—delivered straight to Slack, Jira, or your preferred dev toolchain.
Propolis’s Core Capabilities
Self-learning browser agents powered by multimodal AI
Zero-code QA automation—no selectors, no flaky scripts
Behavioral testing grounded in real-user interaction patterns
End-to-end flow discovery and validation
Real-time anomaly detection across UI, API, and performance layers
Self-healing navigation—adapts to DOM shifts, redesigns, and dynamic content
Comprehensive coverage without manual test case authoring
Parallelized, scalable swarm execution (hundreds of sessions/sec)
Intuitive visual debugging with session replays and trace breadcrumbs
Flexible orchestration: scheduled, event-driven, or on-demand
Smart prioritization & root-cause analysis (Pro plan)
SOC 2, GDPR, and HIPAA-aligned infrastructure (Enterprise plan)
Custom observability integrations (e.g., Datadog, Sentry, OpenTelemetry)
Where Propolis Delivers Impact
Replacing legacy end-to-end test suites with adaptive, maintainable AI agents
Validating complex workflows—checkout funnels, onboarding journeys, multi-step forms
Catching visual regressions, accessibility violations, and cross-browser inconsistencies
Accelerating release velocity while strengthening quality gates in CI/CD pipelines
Cutting QA maintenance overhead by up to 90% for fast-moving product teams
Uncovering hidden friction points by analyzing actual interaction success rates
Providing engineering and product teams with behavioral telemetry—not just pass/fail reports