LangGraph in Practice: Orchestrating Multi‑Agent Systems and Distributed AI Flows at Scale November 21, 2025 at 05:00 PM | Est. read time: 12 min By Valentina Vianna Community manager and producer of specialized marketing content Teams don’t struggle to build single prompts anymore—they struggle to coordinate multiple AI agents, tools, data sources, and human approvals […]
LangChain Agents for Automation and Data Analysis: A Practical, No‑Nonsense Guide November 19, 2025 at 02:06 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Large Language Models are great at reasoning in natural language—but they become truly useful when they can take action. That’s where
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Process Orchestration with Apache Airflow: A Practical Guide to Building Reliable, Scalable Data Pipelines November 19, 2025 at 02:02 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Orchestrating modern data and machine learning workflows isn’t just about “running jobs.” It’s about repeatability, observability, security, and
Real-Time Reporting with BigQuery: How to Integrate Transactional Systems the Right Way November 17, 2025 at 03:04 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Real-time reporting used to be a luxury. Today, it’s a competitive advantage. Whether you’re tracking orders as they happen, catching
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Azure Synapse and Microsoft Fabric: A Practical Roadmap to Integrate and Modernize Your Data Ecosystem November 17, 2025 at 02:44 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content If you’re running analytics in Azure today, you’ve likely felt the shift: Microsoft Fabric is here, and
Building, training, and deploying a complete Machine Learning model end-to-end in a single environment is easier than it looks, especially when using Databricks. Anyone working in data science knows that exploration, modeling, and deployment often happen in separate tools, making the process slower and more error-prone. Databricks solves this by unifying everything into one collaborative
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ClickHouse for Lightning‑Fast Analytics: Architecture, Best Practices, and Real‑World Patterns November 14, 2025 at 02:16 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content If you need sub‑second dashboards over billions of rows, ClickHouse belongs on your short list. This columnar OLAP database is purpose‑built for
Snowflake Architecture Explained: Elastic Cloud Analytics for Modern Teams November 14, 2025 at 02:06 PM | Est. read time: 12 min By Valentina Vianna Community manager and producer of specialized marketing content If your analytics slams to a halt every time marketing launches a campaign or your dashboard users log in at once, you’re not
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Amazon Redshift Done Right: A Practical Blueprint for Designing a Scalable, High-Performance Data Warehouse November 14, 2025 at 01:54 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content Building a modern analytics foundation is as much about smart design as it is about picking the right
Databricks and the Lakehouse: The Practical Guide to Unifying Structured and Unstructured Data November 14, 2025 at 01:27 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content If your data lives in many places and many formats—rows in a database, events in Kafka, PDFs in cloud