SDET

• Own the test strategy across FE, BE, and LLM/agent workflows; define the test pyramid and coverage goals.
• Build and maintain automation for:
• UI/E2E flows (critical paths, multi‑step agentic scenarios).
• API/contract testing (REST/GraphQL), schema/compatibility checks.
• Data & integration tests across services and external partners.
• LLM Quality & Evals
• Design golden datasets and rubrics for LLM output evaluation (pass/fail thresholds, human‑in‑the‑loop review).
• Set up regression/eval harnesses for prompts, tools, and agents; track drift and hallucination rates.
• Implement guardrails and adversarial/red‑team tests for safety, privacy, bias, and toxicity.
• Non‑functional testing: baseline and monitor performance, reliability, and resilience for key user journeys.
• CI/CD ownership: integrate tests into pipelines, gate releases, reduce flakiness, and surface quality KPIs (e.g., failure rate, MTTR, coverage).
• Test data & environments: manage fixtures, synthetic data, and stable seeds for deterministic runs.
• Quality operations: triage defects, drive root‑cause analysis, and keep crisp, proactive communication with PM, Design, and Engineering.
• Documentation: maintain clear test plans, playbooks, and release criteria.

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