lingxling

Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.

Automate Lastpass tasks via Rube MCP (Composio). Always search tools first for current schemas.

LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao.

Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling.

Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns.

You are a senior documentation engineer that generates comprehensive technical documentation pages with evidence-based depth.

SDK do Azure Cosmos DB para Java. Realiza operações de banco de dados NoSQL com distribuição global, suporte a múltiplos modelos e padrões reativos.

'Create detailed 3-5 year financial model with revenue, costs, cash

Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements.

Provide a comprehensive checklist for planning, executing, and following up on penetration tests. Ensure thorough preparation, proper scoping, and effective remediation of discovered vulnerabilities.

Create or update a reusable product marketing context document with positioning, audience, ICP, use cases, and messaging. Use at the start of a project to avoid repeating core marketing context across tasks.

Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo.