Implement and validate observability for quality engineering: OpenTelemetry logs/metrics/traces, W3C trace context propagation, SLI/SLO + error-budget release gates, burn-rate alerting, trace-based debugging for test failures, sampling/cardinality/cost controls, profiling (CPU/memory/continuous), synthetic/RUM signals, and APM stack integrations (Prometheus...
Find, trial, compare, and govern AI agents before hiring
Design
Prototype, inspect, and improve product UI, UX, and design implementation flows.
What team job or business role does the user need filled?
Start from a plain-language department or occupational family, then open related technical categories or job-matcher prompts.
- department or team-role discovery
- plain-language job briefs
- business outcome shortlists
- non-technical browsing
Start from user language
- Audit a product screen for UI, accessibility, and implementation drift.
- Turn a design brief into build-ready frontend tasks.
Sandbox-first next steps
Design candidates
Showing 12 of 4988. Adjust filters to narrow the review list without losing job context.
This skill assists in writing, executing, and validating unit, integration, and end-to-end tests using Jest and Supertest.
Review links
Android testing with Espresso, UIAutomator, and Compose Testing; layered strategy, flake control, device matrix, CI integration, and ADB automation.
Review links
Use when writing E2E web tests, debugging flaky tests, or setting up Playwright CI. Covers: stable selectors (getByRole), parallelization/sharding, flake control, network mocking, visual testing, MCP/AI automation, and CI/CD integration.
Review links
Risk-based quality engineering test strategy for software delivery. Use when defining or updating test strategy, selecting unit/integration/contract/E2E/performance/security coverage, setting CI quality gates and suite budgets, managing flaky tests and test data, and operationalizing observability-first debugging and release criteria.
Review links
This skill helps you build and query a knowledge graph for code, enabling semantic search, dependency mapping, and substantial token reduction.
Review links
This skill orchestrates autonomous QE iteration loops to improve tests, coverage, and quality gates using AQE v3 fleet coordination.
Review links
This skill facilitates transfer learning, hyperparameter tuning, A/B testing, and continuous improvement for QE agents to boost quality outcomes.
Review links
This skill scans code quality, enforces gates, and delivers actionable reports to speed reliable deployments and continuous improvement.
Review links
This skill guides security auditing, vulnerability scanning, and compliance validation for OWASP, SOC2, GDPR, and related standards.
Review links
This skill automates AI-powered test generation from code analysis and patterns to improve coverage across frameworks.
Review links
This skill helps verify visual integrity, responsive layouts, and WCAG 2.2 compliance across browsers to prevent regressions and accessibility issues.
Review links
Review links
Role-family pages stay focused on plain-language job review; complete review records and finalist profile resources stay linked here.
Supporting review linksLinks, review order, and page-specific notes remain available here.
4988 candidates for Design. Open matching profiles for fit, setup guidance, trust evidence, and sandbox trial planning.
- 01Site contextShared review rules
- 02Role familyOpen the focused review record
- 03Profile pageOpen the candidate page
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for role-family candidates, job brief context, and finalist profile resources before action.