Overview 5 Products GenEx Agent TAMASH QE Self-Healing Reporting Admin Portal SDLC/STLC Loop Architecture Parity
Agentic Testing Git-Native Quality Autonomous Self-Healing Zero-Server Reporting Ed25519 Cryptographic Governance

TAMASH Autonomous
Quality Engineering Platform

The Repository-Native QA Layer Across the Entire SDLC & STLC. Eliminating disconnected test silos with five unified, modular products designed for modern development teams and AI coding agents.

$0 / yr
Replaces $15k-$40k/yr TestRail/Zephyr databases
0 False Passes
Non-invasive assertion guarantee (heals actions only)
4-Tier
Self-healing: ARIA • Geometry • Lexical • System 1 AI
100% Offline
Air-gapped Ed25519 asymmetric license verification
Enterprise Portfolio

The 5 Unified TAMASH Products

From autonomous test creation and Git-native management to runtime self-healing and cryptographic governance, each product fulfills an exact, mission-critical role in your repository.

tamash-agent

TAMASH GenEx Agent

Generator & Executor Agent

The engine and tools coding agents use to drive browsers, verify web applications, generate automation code, and run developer PR checks.

  • Plain-English Markdown & YAML scenario execution
  • In-process Playwright driver via playwright-cli (<50ms)
  • Step catalog with instant tamash lint duplicate check
  • tamash-mcp protocol server for Claude Code & Cursor
  • Saved login states per environment with zero stored passwords
npx @vibetestq/tamash-agent run --scenario features/auth.md
tamash-qe

TAMASH QE

Repo-Native Test Management

The repository index and Web UI for living requirements, scenarios, review status, manual test runs, tracker synchronization, and Git branching parity.

  • Standard QA layout: .tamash/, features/, data/
  • Automated traceability.json requirement-to-code map
  • True Git branching parity: tests branch and merge with code
  • Bi-directional sync with Jira, Azure DevOps, and GitHub
  • Web UI living status for business & non-IDE stakeholders
npx @vibetestq/tamash-qe init && npx tamash-qe ui
tamash-playwright

TAMASH Self-Healing Playwright

Runtime Healing & Maintenance Agent

The autonomous runtime library in every test run that intercepts broken locators on the fly, logs heals, and synthesizes clean AST code Pull Requests.

  • 4-Tier healing: ARIA tree, Geometry, Lexical, System 1 AI
  • Non-invasive assertion guarantee (heals actions, NEVER assertions)
  • Automatically produces tamash-heal.json with @TC-... IDs
  • apply-heals creates clean Git PRs with strictly zero XPath
  • Works with standard Playwright Test and Cucumber frameworks
import { test } from '@vibetestq/tamash-playwright';
tamash-playwright-dashboard

TAMASH Reporting & Dashboard

Zero-Server Test Health & Analytics

Native reporters recording results, healed steps, and failure analysis per test case; report views integrate directly into the Git repository and Web UI.

  • Zero-server, zero-database architecture (no $30k/yr upkeep)
  • Cross-run flakiness detection and locator volatility metrics
  • Attached directly as lightweight CI artifacts (GitHub, GitLab)
  • Full test case ID traceability mapping back to traceability.json
  • Clean vs healed pass breakdown for engineering management
reporter: [['@vibetestq/tamash-playwright-dashboard']]
tamash-admin-portal

TAMASH Licensing Admin Portal

Licensing, Governance & Access Control

Enterprise security and governance engine providing Ed25519 cryptographic license verification, seat management, SSO, and audit logging.

  • Ed25519 asymmetric cryptographic license keys
  • 100% offline, air-gapped verification (zero telemetry required)
  • Scoped CI concurrency tokens and team seat allocation
  • Enterprise SSO (SAML, Okta, Azure AD) and audit logging
  • Role-Based Access Control (RBAC) for hosted enterprise mode
TAMASH_LICENSE_KEY="ed25519.sig.ey..." npx tamash-qe check
Under The Hood

Autonomous Runtime Self-Healing & AST Engine

tamash-playwright

The 4-Tier Resolution Hierarchy

When an application UI shift causes a locator to time out, tamash-playwright intercepts the exception in milliseconds, executing a prioritized, multi-model healing cascade:

Tier 1

Accessibility Tree (Free, 0-token)

Matches the ARIA tree, roles, accessible names, and aria-describedby relationships. Instant sub-10ms resolution.

Tier 2

Multimodal Layout Geometry

Analyzes visual container boundaries, spatial geometry, and relative anchor coordinates to locate the target element.

Tier 3

Fuzzy Lexical Analysis

Computes Levenshtein distance across button text variants, casing differences, and placeholder modifications.

Tier 4

System One AI Judgement

Applies localized semantic judgement when confidence is ≥ 0.80. Safely falls back if ambiguity remains.

The Non-Invasive Assertion Guarantee

Zero False Passes Allowed

TAMASH heals user actions (clicks, inputs, selections) to navigate through cosmetic UI changes, but NEVER alters test assertions (expect(...)). If the business rule fails, the test reports a genuine defect.

From CI Healing to Clean Git PRs

Unlike temporary in-memory hacks, TAMASH produces permanent code maintenance:

// 1. CI records heal in tamash-heal.json
[{"tcId": "TC-AUTH-04", "old": "button#submit", "healed": "getByRole('button', { name: 'Log In' })"}]
// 2. tamash-agent applies AST patch into page steps
$ npx tamash-playwright apply-heals --create-pr
- return page.locator('button#submit');
+ return page.getByRole('button', { name: 'Log In' });
Continuous Quality Loop

The 6-Stage SDLC & STLC Workflow

How the 5 TAMASH products operate as a unified system across every phase from user story inception to production maintenance.

Stage 1 • Requirements Analysis

Tracker Sync & Scenario Drafting

tamash-qe imports user stories from Jira, Azure DevOps, or GitHub Issues. tamash-agent analyzes acceptance criteria and drafts plain-English scenarios verified by tamash lint.

tamash-qe tamash-agent Step Catalog
Stage 2 • Test Design & Coding

Branch-Native Spec Generation

Developers or AI coding agents crawl the feature branch. tamash-agent generates verified Playwright specs and locator factories stored directly in the Git repository alongside feature code.

tamash-agent tamash-mcp Zero Code Drift
Stage 3 • Test Execution

Exploratory & Automated Verification

Testers execute manual checklist runs inside the tamash-qe Web UI while tamash-agent automates repetitive login and setup preconditions.

tamash-qe Web UI Saved Sessions
Stage 4 • Build & PR Integration

Diff Impact Analysis & Green CI

tamash-agent uses git diffs to run only affected tests. tamash-playwright intercepts broken locators on the fly to prevent pipeline blocking.

tamash-playwright PR Summary
Stage 5 • Regression & Maintenance

Autonomous AST Patching

Heals logged in tamash-heal.json trigger apply-heals, creating a clean Pull Request with updated locators without touching test assertions.

apply-heals tamash-dashboard
Stage 6 • Release & Sign-Off

Living Traceability & Governance

tamash-qe compiles release readiness matrices from traceability.json, while tamash-admin-portal enforces air-gapped cryptographic compliance.

tamash-admin-portal Ed25519 Sign-Off
Enterprise ROI & TCO

Traditional QA Stack vs. TAMASH Platform

Eliminating fragmented databases, manual locator maintenance, and costly dedicated servers with plain files in Git.

Capability Traditional Siloed QA Stack TAMASH Repository-Native Layer
Test Case Repository External database (TestRail, Zephyr) disconnected from Git feature branches Git Branching Parity: Scenarios live as Markdown/Gherkin in repository
Locator Maintenance Manual fixes consume 30-40% of every sprint; CI pipelines constantly blocked 4-Tier Autonomous Healing: Runtime interception + AST Git PR generation
Assertion Integrity Heuristic tools often generate false passes or mask product defects Non-Invasive Assertion Guarantee: Heals actions only; 0 false passes
Reporting Infrastructure Dedicated servers (ReportPortal, Allure Docker, Elasticsearch) costing $30k+/yr Zero-Server Reporting: Cross-run reports built as lightweight artifacts
AI Coding Agent Ready Incompatible; AI agents cannot authenticate to proprietary web UIs Native MCP Server: Claude Code, Cursor, and Windsurf drive browsers directly
Security & Licensing Telemetry phone-home required; data exposed to external cloud multi-tenants 100% Air-Gapped: Ed25519 asymmetric cryptographic license validation

Launch an Enterprise Pilot in 15 Minutes

Integrate TAMASH Self-Healing into your existing Playwright repository with a single npm package, or deploy the complete Git-Native QE layer across your engineering organization.

Request Enterprise Evaluation Read Developer Docs