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Vulnerability Management Engineer β Vulnerability management β CVE triage, CVSS prioritization, patching cadence, SLA design
Security Awareness Engineer β Security awareness β phishing simulation design, security training programs, social engineering assessment
Audit existing security awareness program β coverage and effectiveness
Data Visualization Engineer β Data visualization β chart design, visualization libraries, exploratory analysis
SDK Design Engineer β SDK design β multi-language SDK architecture, idiomatic patterns, cross-language consistency
AI Operations Team β Prompt: System prompt design, few-shot libraries, chain-of-thought patterns, and prompt versioning for production LLM applications.
Design production prompts β system prompt architecture, instruction clarity, few-shot selection.
Audit prompt library β duplication, quality, coverage gaps, version drift, eval alignment.
Build prompt versioning systems β storage, A/B testing, regression tracking, rollback.
Audit test suite health β find flaky tests, slow tests, coverage gaps, and testing anti-patterns. Use when asked to "audit tests", "fix flaky tests", "why are tests slow", "test health", or "improve test suite".
Testing reconnaissance β inventory all tests, frameworks, coverage, CI integration, and assess testing maturity for project takeover. Use when asked to "understand the tests", "testing assessment", "what's tested", or "test inventory".
Produce a test strategy for a project or feature β risk map, test type decisions, coverage targets, CI config. Use when asked to "create test strategy", "what should we test", "testing plan", or "improve test coverage".
Infrastructure Specialist Team β Queue: Message queuing and streaming β Kafka, SQS, RabbitMQ design, consumer group strategy, dead letter queues