Use AIStorming and Vibe Coding to Build Enterprise AI, Agentic Systems & Data and Cloud Architecture.
Join an active community of data engineers, cloud architects, enterprise leaders, and growing developers—from students to senior practitioners. By subscribing, you will get direct access to upcoming live events, new blog posts, and continuous education to help you build enterprise-ready solutions across our core focus areas below.
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📝 A Note from Óscar
"My primary goal in building this community is to share deep technical expertise in a way that is practical, governed, and backed by enterprise-grade engineering standards."
"What separates this material from introductory 'how-to' tutorials is the focus: we don't just write scripts—we build resilient, scalable solutions. Whether we are orchestrating Autonomous AI Agents, deploying Vector/ML pipelines, or designing Medallion Lakehouses, every topic is approached with a multi-layered engineering framework ready for enterprise deployment."
Principal Engineer, Author & Technical Community Lead
Continuous Multi-Channel Resources
✍️ Deep-Dive Blog Posts
Comprehensive architectural breakdowns and design patterns at ozkary.com.
💻 GitHub Repositories
Production-grade code, dbt models, AI Agent scripts, and ViCSA framework scaffolding.
📹 YouTube & Community Streams
Live architectural tear-downs, GDG workshops, and interactive Q&A sessions.
Core Educational Focus Areas
🤖 1. Autonomous AI Agents & Multi-Agent Frameworks
Orchestrating agentic workflows using LangChain, specification governance, and tool calling for enterprise automation.
🧠 2. Machine Learning & Vector Data Pipelines
Going beyond traditional SQL: Vector embeddings, Pinecone indexing, and pattern classification for high-dimensional data.
📐 3. Specification-Driven Design (SDD) & AI Governance
Structuring markdown specifications (.md), custom prompts, and rulesets to govern AI code assistants without output decay.
📊 4. Cloud Data Architecture & Lakehouses
Enterprise BigQuery, Microsoft Fabric, dbt data modeling, TypeORM, and modern Medallion lakehouse implementations.
🏛️ 5. Modern Web & Software Architecture Patterns
Modular development using patterns like ViCSA (View Controller Service API) to enforce strict separation of concerns.