lingxling

You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.

Senior PM agent with 6 knowledge domains, 30+ frameworks, 12 templates, and 32 SaaS metrics with formulas. Pure Markdown, zero scripts.

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

Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions.

Automatize a inferência de IA, geração de texto para chat, tradução de áudio e gerenciamento de voz TTS através da API de alta performance da GroqCloud via Composio.

Integracao com WhatsApp Business Cloud API (Meta). Mensagens, templates, webhooks HMAC-SHA256, automacao de atendimento. Boilerplates Node.js e Python.

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.

Migration monitoring, CDC, and observability infrastructure

Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.

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

Decision framework and patterns for architecting applications across AWS, Azure, and GCP.

Caching strategies for LLM prompts including Anthropic prompt