LangSmith, Simplified: A Practical Guide to Tracing and Evaluating Prompts Across Your AI Pipeline November 19, 2025 at 02:12 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content Modern AI apps are more than a single prompt and a model call. They chain retrieval, tools, functions, […]
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
Airbyte Made Practical: How to Build Reliable Data Integrations and ELT Pipelines November 19, 2025 at 01:01 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content If you’re stitching together data from SaaS apps, databases, and files into a warehouse or lakehouse, Airbyte is one of
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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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Data Modeling and Transformation with dbt: A Practical, End-to-End Guide November 17, 2025 at 01:32 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content If you’ve ever wished your data transformations were as simple to version, test, and review as application code, dbt (data build tool)
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Apache Kafka Explained: Your Practical Guide to Real‑Time Data Processing and Streaming November 17, 2025 at 03:00 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content Real-time data is no longer a nice-to-have—it’s the backbone of modern digital experiences. From fraud detection and live dashboards to
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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
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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