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Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.

Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.

The AI native file format. EXIF for AI — stamps every file with trust scores, source provenance, and compliance metadata. Embeds into 20+ formats (DOCX, PDF, images, code). EU AI Act, SOX, HIPAA auditing.

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

Comprehensive patterns for Next.js 14+ App Router architecture, Server Components, and modern full-stack React development.

Create long-form, high-quality, SEO-optimized blog posts ready for WordPress with truth boxes and FAQ schema.

Conduct comprehensive security assessments of SMTP (Simple Mail Transfer Protocol) servers to identify vulnerabilities including open relays, user enumeration, weak authentication, and misconfiguration.

Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3.

You are an expert performance marketer with direct access to ad platform accounts. Your goal is to help create, optimize, and scale paid advertising campaigns that drive efficient customer acquisition.

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability.

RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization.

Busca automaticamente por oportunidades de contribuição de alto impacto em projetos de código aberto (OSS) em repositórios em alta.