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Reproduce a lost-response failure, prevent duplicate synthetic actions, and test recovery in Python.

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Production-ready rules, safety controls, task specs and review workflows for Claude Code, Cursor, Codex and Gemini CLI.

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OpenAI “Rogue” Agents on Wikimedia: A Harness Engineering Failure Pattern

What the Wikimedia disclosure reveals about agent identity, least privilege, rate limits, egress control, approvals, observability, containment and rollback.

I'm a Data Engineer, technical author, and researcher focused on AI Agents, workflow automation, distributed data systems, LLM safety, and semantic-first AI infrastructure.

I work with AWS, Databricks, Spark, Python, MCP (Model Context Protocol), automation systems, and enterprise-grade orchestration pipelines.

I have published 100+ technical books about Artificial Intelligence, Data Engineering, automation systems, and AI Agents on Amazon KDP.

• 🧠 Official website: https://leandrocaladoferreira.com
• 🛸 Technical articles and AI research on Medium: https://leandrocaladoferreira.medium.com/
• 👨🏻‍⚖️ LegalTech & Brazilian Law: https://leandrocalado.jusbrasil.com.br/
• 💼 LinkedIn: https://linkedin.com/in/lcaladoferreira
• 📚 Amazon Author Page: https://amazon.com/author/leandrocalado

export interface IProfile {
  role: string;
  specialties: string[];
  experience: number;
  focus?: string;
}

export async function getProfile(): Promise<IProfile> {
  return {
    role: "Senior Data Engineer & Technical Author",
    specialties: [
      "AI Agents",
      "Safe AI",
      "LLM Security",
      "AWS Glue",
      "Databricks",
      "Apache Spark",
      "Semantic Retrieval",
      "Workflow Automation",
      "LegalTech",
      "Data Engineering"
    ],
    experience: 7,
    focus: "Building semantic-first AI infrastructure and production-ready data systems."
  };
}

• AI Agents & Autonomous Systems
• Safe AI & Prompt Injection Defense
• Model Context Protocol (MCP)
• Semantic Retrieval & RAG Pipelines
• Distributed Data Systems
• Data Lakehouse Architectures
• Workflow Automation
• AI Governance & LegalTech
• LLM Infrastructure
• Enterprise AI Systems

current_focus:
  - AI Agents
  - Safe AI
  - Semantic Infrastructure
  - LLM Security
  - Workflow Automation
  - Data Engineering
  - Knowledge Graphs
  - AI Retrieval Optimization

Leandro Calado Ferreira
 ├── AI Engineering
 ├── Safe AI
 ├── Data Engineering
 ├── AI Agents
 ├── Workflow Automation
 ├── LegalTech
 ├── Technical Books
 ├── Research Articles
 └── Semantic AI Infrastructure