Change-first testing
AST + git diff drive targeted test selection and generation for every commit or PR.
Product of Ettalabs
ETTA-X, AI-driven test automation that thinks before it runs.
ETTA-X inspects every commit using git diff and AST parsing, maps impacted APIs, routes, and UI components, then generates and prioritizes only the tests that matter for web and EXE releases.
Impact-aware selection
Failure analytics & flake scoring
Self-healing UI automation
Release Radar
Impact scope
APIs · Routes · UI
Selection mode
Diff-scoped
Execution window
CI-safe
Release readiness
High
Failure analytics
Flake watch
Self-healing
Why ETTA-X
High-signal testing without the full-suite tax.
Shift from brute-force reruns to impact-aware, explainable automation.
LLM-guided impact
LLMs refine impact hypothesis, prioritizing tests across APIs, routes, and UI components.
Self-healing runs
Minor UI shifts auto-adjust locators to keep runs green without manual triage.
Failure analytics
Root-cause and flake scoring trim false alarms and spotlight true regressions.
Flow
From commit to confident release.
01
Capture
GitHub OAuth + webhooks trigger on every commit or PR.
02
Understand
Git diff + AST parsing map semantic impact across services and UI.
03
Select
Rule engine + ML + LLMs generate and prioritize the smallest, highest-signal suite.
04
Execute
Deterministic CI/CD runs with telemetry for timing, flakiness, and coverage.
05
Learn
Failure analytics flag root causes, flaky tests, and self-healing opportunities.
Platform
One experience, two form factors.
Electron-wrapped desktop EXE for heavy users and a responsive web dashboard for everyone else.
Pipelines
Dashboards
Alerts
Insights
Web Dashboard
Live status, release readiness, coverage, and failure analytics via REST APIs.
- Impact map overlays
- Flake heatmaps
- Team-level KPIs
Desktop EXE
Electron-powered, offline-aware control with native notifications and local runners.
- One-click triage
- Branch-aware configs
- Secure workspace tokens
Technical Core
Built for modern CI/CD.
Backend
Python FastAPI orchestrates impact analysis, routing, and execution control.
Analysis
AST parsing + git diff combine structural and semantic signals for precision.
Intelligence
Rule-based logic, ML models, and LLMs shape generation, prioritization, and analytics.
Integrations
GitHub OAuth 2.0, webhooks, and REST APIs connect commits, telemetry, and dashboards.
-68%
Average test set size
3x
Faster feedback cycles
-35%
CI spend reduction
99%
Release readiness index
Deploy high-signal testing after every commit.
ETTA-X keeps teams shipping faster with explainable, impact-aware automation.