[
  {
    "title": "NVIDIA NOOA: Agentes como Classes Python Nativas",
    "date": "2026-08-12",
    "published": "2026-08-12",
    "modified": "2026-08-12",
    "slug": "nvidia-nooa-agentes-python",
    "url": "https://ronanrodrigo.dev/notes/2026/08/12/nvidia-nooa-agentes-python/",
    "markdown_url": "https://ronanrodrigo.dev/notes/nvidia-nooa-agentes-python.md",
    "path": "_posts/2026-08-12-nvidia-nooa-agentes-python.md",
    "tags": [
      "ia",
      "agentes",
      "python",
      "engineering",
      "nvidia",
      "framework"
    ],
    "description": "Curadoria sobre NOOA, framework open source da NVIDIA que simplifica construção de agentes integrando engenharia de agentes com engenharia de software através de classes Python.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Loop Engineering: Orquestração Automática de Agentes de IA",
    "date": "2026-08-11",
    "published": "2026-08-11",
    "modified": "2026-08-11",
    "slug": "loop-engineering",
    "url": "https://ronanrodrigo.dev/notes/2026/08/11/loop-engineering/",
    "markdown_url": "https://ronanrodrigo.dev/notes/loop-engineering.md",
    "path": "_posts/2026-08-11-loop-engineering.md",
    "tags": [
      "loop-engineering",
      "ai-agents",
      "agente-autonomo",
      "automacao-codigo",
      "orquestracao-agentes",
      "arquitetura-agentic"
    ],
    "description": "Metodologia e frameworks para projetar sistemas agentic que orquestram modelos de IA de forma automática, iterativa e autossuficiente.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Sucesso falso em agentes LLM: do fechamento confiante à falha silenciosa",
    "date": "2026-08-10",
    "published": "2026-08-10",
    "modified": "2026-08-10",
    "slug": "sucesso-falso-em-agentes-llm",
    "url": "https://ronanrodrigo.dev/notes/2026/08/10/sucesso-falso-em-agentes-llm/",
    "markdown_url": "https://ronanrodrigo.dev/notes/sucesso-falso-em-agentes-llm.md",
    "path": "_posts/2026-08-10-sucesso-falso-em-agentes-llm.md",
    "tags": [
      "ai-agents",
      "automation",
      "code-review"
    ],
    "description": "Curadoria sobre o paper que mede quando agentes de LLM afirmam concluir tarefas mesmo com estado do ambiente indicando falha, e discute detectores leves como TF-IDF.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Stanford CME 295: currículo completo de LLM",
    "date": "2026-08-10",
    "published": "2026-08-10",
    "modified": "2026-08-10",
    "slug": "stanford-cme-295-llm-curriculum",
    "url": "https://ronanrodrigo.dev/notes/2026/08/10/stanford-cme-295-llm-curriculum/",
    "markdown_url": "https://ronanrodrigo.dev/notes/stanford-cme-295-llm-curriculum.md",
    "path": "_posts/2026-08-10-stanford-cme-295-llm-curriculum.md",
    "tags": [
      "inteligencia-artificial",
      "llm",
      "stanford",
      "transformers",
      "agentes"
    ],
    "description": "Estrutura do curso CME 295 (Transformers & Large Language Models) com links para syllabus e materiais das aulas.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "SigNoz o11y",
    "date": "2026-08-10",
    "published": "2026-08-10",
    "modified": "2026-08-10",
    "slug": "signoz-o11y",
    "url": "https://ronanrodrigo.dev/notes/2026/08/10/signoz-o11y/",
    "markdown_url": "https://ronanrodrigo.dev/notes/signoz-o11y.md",
    "path": "_posts/2026-08-10-signoz-o11y.md",
    "tags": [
      "observability",
      "opentelemetry",
      "monitoring",
      "open-source",
      "signoz"
    ],
    "description": "Curadoria sobre SigNoz, plataforma open source de observabilidade com logs, métricas e traces baseada em OpenTelemetry.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Codebuff & Freebuff: Assistentes de IA para codificação em terminal",
    "date": "2026-08-10",
    "published": "2026-08-10",
    "modified": "2026-08-10",
    "slug": "codebuff-freebuff",
    "url": "https://ronanrodrigo.dev/notes/2026/08/10/codebuff-freebuff/",
    "markdown_url": "https://ronanrodrigo.dev/notes/codebuff-freebuff.md",
    "path": "_posts/2026-08-10-codebuff-freebuff.md",
    "tags": [
      "coding-assistants",
      "ai-agents",
      "terminal",
      "open-source",
      "benchmark",
      "typescript"
    ],
    "description": "Curadoria sobre Codebuff, assistente de IA open-source com agentes especializados que supera Claude Code em benchmarks próprios, e Freebuff, sua versão gratuita com anúncios, sem subscrição ou configuração.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "AnakinScraper (anakin): web scraping API para IA",
    "date": "2026-08-10",
    "published": "2026-08-10",
    "modified": "2026-08-10",
    "slug": "anakin-web-scraping-api",
    "url": "https://ronanrodrigo.dev/notes/2026/08/10/anakin-web-scraping-api/",
    "markdown_url": "https://ronanrodrigo.dev/notes/anakin-web-scraping-api.md",
    "path": "_posts/2026-08-10-anakin-web-scraping-api.md",
    "tags": [
      "web-scraping",
      "ai",
      "api",
      "self-hosted",
      "mcp"
    ],
    "description": "Curadoria do projeto AnakinScraper (anakin), uma API de web scraping self-hosted para transformar páginas em markdown e dados estruturados.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "RxDB: Banco de dados reativo local-first para JavaScript",
    "date": "2026-08-09",
    "published": "2026-08-09",
    "modified": "2026-08-09",
    "slug": "rxdb-banco-dados-reativo",
    "url": "https://ronanrodrigo.dev/notes/2026/08/09/rxdb-banco-dados-reativo/",
    "markdown_url": "https://ronanrodrigo.dev/notes/rxdb-banco-dados-reativo.md",
    "path": "_posts/2026-08-09-rxdb-banco-dados-reativo.md",
    "tags": [
      "javascript"
    ],
    "description": "Curadoria sobre RxDB, um banco de dados NoSQL reativo para JavaScript com suporte a offline-first, sincronização em realtime e replicação flexível com backend.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Motion Design Principles for Interfaces",
    "date": "2026-08-09",
    "published": "2026-08-09",
    "modified": "2026-08-09",
    "slug": "motion-design-principles-skeletons-lazyloading",
    "url": "https://ronanrodrigo.dev/notes/2026/08/09/motion-design-principles-skeletons-lazyloading/",
    "markdown_url": "https://ronanrodrigo.dev/notes/motion-design-principles-skeletons-lazyloading.md",
    "path": "_posts/2026-08-09-motion-design-principles-skeletons-lazyloading.md",
    "tags": [],
    "description": "Prompt referencing Design Motion Principles and requirements for skeleton screens, lazy loading, and smooth animations across all interface elements.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Code-Graph-RAG: Transformando Repositórios em Grafos de Conhecimento",
    "date": "2026-08-09",
    "published": "2026-08-09",
    "modified": "2026-08-09",
    "slug": "code-graph-rag",
    "url": "https://ronanrodrigo.dev/notes/2026/08/09/code-graph-rag/",
    "markdown_url": "https://ronanrodrigo.dev/notes/code-graph-rag.md",
    "path": "_posts/2026-08-09-code-graph-rag.md",
    "tags": [
      "rag",
      "code-analysis",
      "ai-agents"
    ],
    "description": "Sistema RAG baseado em grafos que transforma repositórios em grafos de conhecimento usando Tree-sitter, Memgraph e LLMs para análise e compreensão de codebases.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "50 ML Projects To Understand LLMs",
    "date": "2026-08-09",
    "published": "2026-08-09",
    "modified": "2026-08-09",
    "slug": "50ml-projects-llms",
    "url": "https://ronanrodrigo.dev/notes/2026/08/09/50ml-projects-llms/",
    "markdown_url": "https://ronanrodrigo.dev/notes/50ml-projects-llms.md",
    "path": "_posts/2026-08-09-50ml-projects-llms.md",
    "tags": [
      "llm",
      "interpretabilidade",
      "machine-learning",
      "transformer",
      "neural-networks",
      "python"
    ],
    "description": "Curadoria de recursos sobre interpretabilidade e análise interna de modelos de linguagem através de projetos práticos",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "ScreensDesign MCP: Pesquisa e Geração de UI com IA",
    "date": "2026-08-08",
    "published": "2026-08-08",
    "modified": "2026-08-08",
    "slug": "screensdesign-mcp",
    "url": "https://ronanrodrigo.dev/notes/2026/08/08/screensdesign-mcp/",
    "markdown_url": "https://ronanrodrigo.dev/notes/screensdesign-mcp.md",
    "path": "_posts/2026-08-08-screensdesign-mcp.md",
    "tags": [
      "mcp",
      "design-systems",
      "mobile",
      "ai-agents"
    ],
    "description": "Lançamento do ScreensDesign MCP permite que agentes de IA pesquisem padrões de UI em mais de 2.600 apps iOS de topo.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Reverse-Skill: Roteador de Skills para Engenharia Reversa com IA",
    "date": "2026-08-08",
    "published": "2026-08-08",
    "modified": "2026-08-08",
    "slug": "reverse-skill",
    "url": "https://ronanrodrigo.dev/notes/2026/08/08/reverse-skill/",
    "markdown_url": "https://ronanrodrigo.dev/notes/reverse-skill.md",
    "path": "_posts/2026-08-08-reverse-skill.md",
    "tags": [
      "agent-skills",
      "security",
      "ai-agents"
    ],
    "description": "Framework open-source que integra agentes de IA para engenharia reversa com matriz de roteamento estruturada e fluxos de segurança automatizados",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "DeerFlow: Super Agent Harness para Pesquisa Autônoma",
    "date": "2026-08-08",
    "published": "2026-08-08",
    "modified": "2026-08-08",
    "slug": "deerflow-super-agent-harness",
    "url": "https://ronanrodrigo.dev/notes/2026/08/08/deerflow-super-agent-harness/",
    "markdown_url": "https://ronanrodrigo.dev/notes/deerflow-super-agent-harness.md",
    "path": "_posts/2026-08-08-deerflow-super-agent-harness.md",
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      "ai-agents",
      "orchestration",
      "agent-memory",
      "open-source",
      "python"
    ],
    "description": "Curadoria sobre DeerFlow 2.0 de ByteDance — framework open-source que orquestra sub-agentes, memória e sandboxes para automação de pesquisa e execução de tarefas complexas.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "LiveContainer: Executar Apps iOS sem Instalação",
    "date": "2026-08-07",
    "published": "2026-08-07",
    "modified": "2026-08-07",
    "slug": "livecontainer-ios-sideloading",
    "url": "https://ronanrodrigo.dev/notes/2026/08/07/livecontainer-ios-sideloading/",
    "markdown_url": "https://ronanrodrigo.dev/notes/livecontainer-ios-sideloading.md",
    "path": "_posts/2026-08-07-livecontainer-ios-sideloading.md",
    "tags": [
      "mobile",
      "open-source"
    ],
    "description": "Explorar LiveContainer, um launcher de apps iOS que permite executar aplicativos virtualizados em um container único, contornando o limite de 3 apps.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Diretrizes para o uso respeitoso de IA",
    "date": "2026-08-06",
    "published": "2026-08-06",
    "modified": "2026-08-06",
    "slug": "uso-respeitoso-ia",
    "url": "https://ronanrodrigo.dev/notes/2026/08/06/uso-respeitoso-ia/",
    "markdown_url": "https://ronanrodrigo.dev/notes/uso-respeitoso-ia.md",
    "path": "_posts/2026-08-06-uso-respeitoso-ia.md",
    "tags": [
      "productivity"
    ],
    "description": "Práticas para colaboração responsável com IA no trabalho, priorizando integridade colaborativa, saídas concisas e revisão humana ativa.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Swift Sendable: Segurança em Concorrência",
    "date": "2026-08-06",
    "published": "2026-08-06",
    "modified": "2026-08-06",
    "slug": "swift-sendable",
    "url": "https://ronanrodrigo.dev/notes/2026/08/06/swift-sendable/",
    "markdown_url": "https://ronanrodrigo.dev/notes/swift-sendable.md",
    "path": "_posts/2026-08-06-swift-sendable.md",
    "tags": [
      "swift"
    ],
    "description": "Guia sobre o protocolo Sendable em Swift, como garantir segurança em transferência de dados entre domínios de concorrência e prevenir data races.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "GitButler: controle de versão moderno com branches virtuais",
    "date": "2026-08-06",
    "published": "2026-08-06",
    "modified": "2026-08-06",
    "slug": "gitbutler",
    "url": "https://ronanrodrigo.dev/notes/2026/08/06/gitbutler/",
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    "path": "_posts/2026-08-06-gitbutler.md",
    "tags": [
      "rust"
    ],
    "description": "Cliente Git reconstruído com branches virtuais, automação com IA e interface intuitiva para fluxos de desenvolvimento modernos.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Codex Security: IA para Detecção de Vulnerabilidades",
    "date": "2026-08-06",
    "published": "2026-08-06",
    "modified": "2026-08-06",
    "slug": "codex-security",
    "url": "https://ronanrodrigo.dev/notes/2026/08/06/codex-security/",
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    "tags": [
      "security",
      "ai",
      "code-analysis",
      "typescript"
    ],
    "description": "Ferramenta da OpenAI para identificar, validar e corrigir vulnerabilidades de segurança no código usando IA, disponível como CLI e SDK para TypeScript.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Archon: workflows YAML para coding determinístico",
    "date": "2026-08-06",
    "published": "2026-08-06",
    "modified": "2026-08-06",
    "slug": "archon-yaml-workflows-coding-deterministico",
    "url": "https://ronanrodrigo.dev/notes/2026/08/06/archon-yaml-workflows-coding-deterministico/",
    "markdown_url": "https://ronanrodrigo.dev/notes/archon-yaml-workflows-coding-deterministico.md",
    "path": "_posts/2026-08-06-archon-yaml-workflows-coding-deterministico.md",
    "tags": [
      "ai-agents",
      "automation",
      "workflow-engines"
    ],
    "description": "Curadoria sobre o Archon, um motor de execução para agentes de IA codarem e validarem com mais previsibilidade, modelando o processo em workflows YAML.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "ntfy: Notificações push por HTTP simples",
    "date": "2026-08-05",
    "published": "2026-08-05",
    "modified": "2026-08-05",
    "slug": "ntfy-notificacoes-http",
    "url": "https://ronanrodrigo.dev/notes/2026/08/05/ntfy-notificacoes-http/",
    "markdown_url": "https://ronanrodrigo.dev/notes/ntfy-notificacoes-http.md",
    "path": "_posts/2026-08-05-ntfy-notificacoes-http.md",
    "tags": [
      "automation",
      "open-source"
    ],
    "description": "Curadoria sobre ntfy, serviço gratuito e open-source para enviar notificações push para telefone ou desktop via HTTP simples, com casos de uso, integrações e alternativas",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Midscene: UI testing por visão",
    "date": "2026-08-05",
    "published": "2026-08-05",
    "modified": "2026-08-05",
    "slug": "midscene-ui-testing-por-visao",
    "url": "https://ronanrodrigo.dev/notes/2026/08/05/midscene-ui-testing-por-visao/",
    "markdown_url": "https://ronanrodrigo.dev/notes/midscene-ui-testing-por-visao.md",
    "path": "_posts/2026-08-05-midscene-ui-testing-por-visao.md",
    "tags": [
      "testing",
      "browser-automation",
      "open-source"
    ],
    "description": "Curadoria sobre o Midscene.js, SDK open-source para automação visual de interfaces com linguagem natural, Playwright, mobile e desktop.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Memento: agentes LLM sem fine-tuning via memória",
    "date": "2026-08-05",
    "published": "2026-08-05",
    "modified": "2026-08-05",
    "slug": "memento-fine-tuning-llm-agents-without-fine-tuning-llms",
    "url": "https://ronanrodrigo.dev/notes/2026/08/05/memento-fine-tuning-llm-agents-without-fine-tuning-llms/",
    "markdown_url": "https://ronanrodrigo.dev/notes/memento-fine-tuning-llm-agents-without-fine-tuning-llms.md",
    "path": "_posts/2026-08-05-memento-fine-tuning-llm-agents-without-fine-tuning-llms.md",
    "tags": [
      "ai-agents",
      "agent-memory",
      "llm"
    ],
    "description": "Curadoria do paper Memento, um framework memory-based para melhorar agentes LLM sem atualizar pesos do modelo, com links para arXiv e código.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Lark CLI: Ferramenta Oficial para Automação de Lark com IA",
    "date": "2026-08-05",
    "published": "2026-08-05",
    "modified": "2026-08-05",
    "slug": "lark-cli-introduction",
    "url": "https://ronanrodrigo.dev/notes/2026/08/05/lark-cli-introduction/",
    "markdown_url": "https://ronanrodrigo.dev/notes/lark-cli-introduction.md",
    "path": "_posts/2026-08-05-lark-cli-introduction.md",
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      "ai-agents",
      "automation",
      "agent-skills"
    ],
    "description": "Exploração da lark-cli, ferramenta de linha de comando oficial para operacionalizar Lark/Feishu com 200+ comandos e 26 AI Agent Skills para integração com agentes de IA.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Omnigent: meta-harness para orquestrar agentes de IA",
    "date": "2026-08-04",
    "published": "2026-08-04",
    "modified": "2026-08-04",
    "slug": "omnigent-meta-harness-agentes-ia",
    "url": "https://ronanrodrigo.dev/notes/2026/08/04/omnigent-meta-harness-agentes-ia/",
    "markdown_url": "https://ronanrodrigo.dev/notes/omnigent-meta-harness-agentes-ia.md",
    "path": "_posts/2026-08-04-omnigent-meta-harness-agentes-ia.md",
    "tags": [
      "ai-agents",
      "orchestration",
      "open-source"
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    "description": "Camada open-source para unificar, governar e sandboxizar agentes de coding (Claude Code, Codex, Cursor etc), com sessão compartilhada e colaboração em tempo real.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Haystack e Context Engineering para RAG & Agents",
    "date": "2026-08-04",
    "published": "2026-08-04",
    "modified": "2026-08-04",
    "slug": "haystack-context-engineering-rag-agents",
    "url": "https://ronanrodrigo.dev/notes/2026/08/04/haystack-context-engineering-rag-agents/",
    "markdown_url": "https://ronanrodrigo.dev/notes/haystack-context-engineering-rag-agents.md",
    "path": "_posts/2026-08-04-haystack-context-engineering-rag-agents.md",
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      "ai-agents",
      "rag",
      "context-engineering",
      "python"
    ],
    "description": "Curadoria sobre o Haystack como framework de orquestração para agentes e RAG, enfatizando pipelines modulares e controle explícito de recuperação, roteamento, memória e geração.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Cosmo Travel MCP Server",
    "date": "2026-08-04",
    "published": "2026-08-04",
    "modified": "2026-08-04",
    "slug": "cosmo-travel-mcp",
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    "path": "_posts/2026-08-04-cosmo-travel-mcp.md",
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      "mcp",
      "ai-agents"
    ],
    "description": "Servidor MCP com ferramentas de viagem para busca de voos, acomodações e planejamento de itinerários.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Candidatar em vagas com prompts (ATS e LinkedIn)",
    "date": "2026-08-04",
    "published": "2026-08-04",
    "modified": "2026-08-04",
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    "markdown_url": "https://ronanrodrigo.dev/notes/candidatar-em-vagas-prompts-ats-linkedin.md",
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      "prompt-engineering",
      "career"
    ],
    "description": "Passo a passo em etapas com prompts para mapeamento ATS, modelo mestre do currículo, planilha de compatibilidade e candidatura personalizada no LinkedIn.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Dembrandt: Extração de Design Systems de Qualquer URL",
    "date": "2026-08-02",
    "published": "2026-08-02",
    "modified": "2026-08-02",
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    "markdown_url": "https://ronanrodrigo.dev/notes/dembrandt-extracao-design-systems.md",
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      "design-tokens",
      "web-scraping",
      "tools"
    ],
    "description": "Ferramentas e recursos para extrair design systems, tokens e componentes de websites de forma automatizada.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "17 Coisas Para Conhecer Sobre IA",
    "date": "2026-08-01",
    "published": "2026-08-01",
    "modified": "2026-08-01",
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      "ai-agents",
      "llm",
      "rag",
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    "description": "Coleção selecionada de 17 conceitos essenciais de engenharia de IA cobrindo agentes, LLMs, RAG, bancos de dados vetoriais e design moderno de sistemas de IA.",
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      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Stallion OTA: Alternativa ao CodePush Encerrado",
    "date": "2026-07-31",
    "published": "2026-07-31",
    "modified": "2026-07-31",
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    "markdown_url": "https://ronanrodrigo.dev/notes/stallion-ota-alternativa-codepush.md",
    "path": "_posts/2026-07-31-stallion-ota-alternativa-codepush.md",
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      "mobile"
    ],
    "description": "Stallion é uma plataforma gerenciada de OTA para React Native que surgiu como alternativa ao CodePush, encerrado pela Microsoft em março de 2025. Oferece patch updates até 98% menores, rollback automático, analytics completo e free tier até 10k usuários por mês.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Evaluations Framework — Avaliação sistemática de recursos com IA",
    "date": "2026-07-31",
    "published": "2026-07-31",
    "modified": "2026-07-31",
    "slug": "evaluations-framework",
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    "markdown_url": "https://ronanrodrigo.dev/notes/evaluations-framework.md",
    "path": "_posts/2026-07-31-evaluations-framework.md",
    "tags": [
      "testing",
      "llm",
      "swift"
    ],
    "description": "Framework da Apple para medir qualidade de features com IA/LLM em Swift, integrando com testes de CI usando datasets, métricas e model-as-judge.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "AutoResearchClaw: Pesquisa autônoma em minutos",
    "date": "2026-07-31",
    "published": "2026-07-31",
    "modified": "2026-07-31",
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    "markdown_url": "https://ronanrodrigo.dev/notes/autoresearchclaw-research-autonomo.md",
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      "ai-agents",
      "deep-research",
      "python"
    ],
    "description": "Sistema autônomo da UNC-Chapel Hill que transforma uma ideia em artigo científico completo em minutos usando IA, colaboração humana e orquestração multimodal.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Unsloth - treinamento local de modelos de IA",
    "date": "2026-07-30",
    "published": "2026-07-30",
    "modified": "2026-07-30",
    "slug": "unsloth-treinamento-local-modelos",
    "url": "https://ronanrodrigo.dev/notes/2026/07/30/unsloth-treinamento-local-modelos/",
    "markdown_url": "https://ronanrodrigo.dev/notes/unsloth-treinamento-local-modelos.md",
    "path": "_posts/2026-07-30-unsloth-treinamento-local-modelos.md",
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      "local-llm",
      "llm",
      "open-source",
      "python"
    ],
    "description": "Como usar Unsloth para treinar e executar modelos de IA localmente com menos memória.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "SWE-Skills-Bench - Utilidade real de skills em agentes de IA",
    "date": "2026-07-30",
    "published": "2026-07-30",
    "modified": "2026-07-30",
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    "markdown_url": "https://ronanrodrigo.dev/notes/swe-skills-bench-utilidade-real-skills-agentes.md",
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      "agent-skills",
      "ai-agents"
    ],
    "description": "Resultados de benchmarks que medem quando skills realmente ajudam agentes em tarefas de software.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "pxpipe: corte de tokens renderizando contexto como imagens",
    "date": "2026-07-30",
    "published": "2026-07-30",
    "modified": "2026-07-30",
    "slug": "pxpipe-corte-tokens-imagens",
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    "markdown_url": "https://ronanrodrigo.dev/notes/pxpipe-corte-tokens-imagens.md",
    "path": "_posts/2026-07-30-pxpipe-corte-tokens-imagens.md",
    "tags": [
      "claude",
      "context-engineering"
    ],
    "description": "Como renderizar contexto como imagem pode reduzir tokens de entrada e custos em fluxos multimodais.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "llmfit - Otimize modelos de IA para seu hardware",
    "date": "2026-07-30",
    "published": "2026-07-30",
    "modified": "2026-07-30",
    "slug": "llmfit-otimizar-hardware",
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    "markdown_url": "https://ronanrodrigo.dev/notes/llmfit-otimizar-hardware.md",
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      "hardware",
      "quantization",
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    ],
    "description": "Ferramenta que identifica quais modelos locais melhor combinam com o hardware disponível.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "LangGraph - 10 motivos para usar",
    "date": "2026-07-30",
    "published": "2026-07-30",
    "modified": "2026-07-30",
    "slug": "langgraph-10-motivos",
    "url": "https://ronanrodrigo.dev/notes/2026/07/30/langgraph-10-motivos/",
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      "ai-agents",
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      "python",
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    ],
    "description": "Dez motivos técnicos para usar LangGraph na construção de agentes com estado e execução durável.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Árvore de Modelos do Claude",
    "date": "2026-07-30",
    "published": "2026-07-30",
    "modified": "2026-07-30",
    "slug": "arvore-modelos-claude",
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    "markdown_url": "https://ronanrodrigo.dev/notes/arvore-modelos-claude.md",
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      "claude",
      "llm",
      "model-routing",
      "prompt-engineering"
    ],
    "description": "Guia visual para escolher entre modelos Claude conforme velocidade, complexidade e custo.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Agentic Awesome Skills",
    "date": "2026-07-30",
    "published": "2026-07-30",
    "modified": "2026-07-30",
    "slug": "agentic-awesome-skills",
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      "agent-skills",
      "ai-agents",
      "prompt-engineering",
      "coding-assistants"
    ],
    "description": "Biblioteca instalável de skills reutilizáveis para Claude Code, Cursor e Gemini CLI.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "OpenViking - Context Database para AI Agents",
    "date": "2026-07-29",
    "published": "2026-07-29",
    "modified": "2026-07-29",
    "slug": "openviking-context-database-ai-agents",
    "url": "https://ronanrodrigo.dev/notes/2026/07/29/openviking-context-database-ai-agents/",
    "markdown_url": "https://ronanrodrigo.dev/notes/openviking-context-database-ai-agents.md",
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      "ai-agents",
      "vector-database",
      "rag",
      "agent-memory"
    ],
    "description": "Um banco de contexto com hierarquia de sistema de arquivos para memória e recuperação de agentes.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "OpenCodeReview - Ferramenta de Revisão de Código com IA",
    "date": "2026-07-29",
    "published": "2026-07-29",
    "modified": "2026-07-29",
    "slug": "open-code-review",
    "url": "https://ronanrodrigo.dev/notes/2026/07/29/open-code-review/",
    "markdown_url": "https://ronanrodrigo.dev/notes/open-code-review.md",
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      "ai-agents",
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    "description": "Revisão de código com uma arquitetura híbrida que combina regras determinísticas e agentes LLM.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Mantis — Agentes de IA para Revisão de Segurança em Software",
    "date": "2026-07-29",
    "published": "2026-07-29",
    "modified": "2026-07-29",
    "slug": "mantis-security-review",
    "url": "https://ronanrodrigo.dev/notes/2026/07/29/mantis-security-review/",
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      "security",
      "ai-agents",
      "code-review"
    ],
    "description": "Como agentes especializados podem analisar, reproduzir e corrigir vulnerabilidades de software.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Kimi K3 local com Unsloth Dynamic",
    "date": "2026-07-29",
    "published": "2026-07-29",
    "modified": "2026-07-29",
    "slug": "kimi-k3-local",
    "url": "https://ronanrodrigo.dev/notes/2026/07/29/kimi-k3-local/",
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      "local-llm",
      "llm",
      "quantization",
      "hardware"
    ],
    "description": "Requisitos e quantizações dinâmicas para executar o Kimi K3 localmente com Unsloth.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Kilo Code - Agentes de IA open source desafiando ecossistemas proprietários",
    "date": "2026-07-29",
    "published": "2026-07-29",
    "modified": "2026-07-29",
    "slug": "kilo-code-agentes-ia",
    "url": "https://ronanrodrigo.dev/notes/2026/07/29/kilo-code-agentes-ia/",
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      "typescript",
      "coding-assistants"
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    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Hyper Research - agente de pesquisa profunda com pipeline adaptativo",
    "date": "2026-07-29",
    "published": "2026-07-29",
    "modified": "2026-07-29",
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      "ai-agents",
      "deep-research",
      "open-source",
      "agent-memory"
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    "description": "Um pipeline open source para pesquisa profunda com verificação, proveniência e memória persistente.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "DESIGN.md — Padrão Aberto para Sistemas de Design com IA",
    "date": "2026-07-29",
    "published": "2026-07-29",
    "modified": "2026-07-29",
    "slug": "design-md-sistemas-design-ia",
    "url": "https://ronanrodrigo.dev/notes/2026/07/29/design-md-sistemas-design-ia/",
    "markdown_url": "https://ronanrodrigo.dev/notes/design-md-sistemas-design-ia.md",
    "path": "_posts/2026-07-29-design-md-sistemas-design-ia.md",
    "tags": [
      "design-systems",
      "ai-agents",
      "claude",
      "design-tokens"
    ],
    "description": "Como usar DESIGN.md para fornecer referências e tokens de design consistentes a agentes de IA.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Crawlee – Web Scraping e Automação de Navegador",
    "date": "2026-07-29",
    "published": "2026-07-29",
    "modified": "2026-07-29",
    "slug": "crawlee-web-scraping",
    "url": "https://ronanrodrigo.dev/notes/2026/07/29/crawlee-web-scraping/",
    "markdown_url": "https://ronanrodrigo.dev/notes/crawlee-web-scraping.md",
    "path": "_posts/2026-07-29-crawlee-web-scraping.md",
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      "web-scraping",
      "browser-automation",
      "python",
      "javascript"
    ],
    "description": "Bibliotecas, técnicas e cuidados para coletar dados da web e preparar datasets para IA.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "Sites de empregos remotos",
    "date": "2026-07-27",
    "published": "2026-07-27",
    "modified": "2026-07-27",
    "slug": "sites-de-empregos-remotos",
    "url": "https://ronanrodrigo.dev/notes/2026/07/27/sites-de-empregos-remotos/",
    "markdown_url": "https://ronanrodrigo.dev/notes/sites-de-empregos-remotos.md",
    "path": "_posts/2026-07-27-sites-de-empregos-remotos.md",
    "tags": [
      "career"
    ],
    "description": "Curadoria de plataformas e referências para encontrar oportunidades de trabalho remoto.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "MarkItDown — convertendo documentos para Markdown",
    "date": "2026-07-27",
    "published": "2026-07-27",
    "modified": "2026-07-27",
    "slug": "markitdown-documentos-markdown",
    "url": "https://ronanrodrigo.dev/notes/2026/07/27/markitdown-documentos-markdown/",
    "markdown_url": "https://ronanrodrigo.dev/notes/markitdown-documentos-markdown.md",
    "path": "_posts/2026-07-27-markitdown-documentos-markdown.md",
    "tags": [
      "python",
      "llm"
    ],
    "description": "Como converter documentos em Markdown com MarkItDown para economizar tokens e preparar dados para LLMs.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
    "title": "AI Skills 10 Core Competencies for 2026",
    "date": "2026-07-27",
    "published": "2026-07-27",
    "modified": "2026-07-27",
    "slug": "ai-skills",
    "url": "https://ronanrodrigo.dev/notes/2026/07/27/ai-skills/",
    "markdown_url": "https://ronanrodrigo.dev/notes/ai-skills.md",
    "path": "_posts/2026-07-27-ai-skills.md",
    "tags": [
      "prompt-engineering",
      "ai-agents",
      "automation",
      "rag",
      "llm"
    ],
    "description": "Framework com dez competências de IA, de prompt engineering a gestão de LLMs, com guias práticos.",
    "author": {
      "name": "Ronan Rodrigo Nunes",
      "url": "https://ronanrodrigo.dev/"
    },
    "status": "published"
  },
  {
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    "title": "Repos de IA (GitHub Trending)",
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  {
    "title": "Como criar um arquivo Agents.md",
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  {
    "title": "AGENTS.md - Instruções Oficiais de Criação",
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]