December 17, 2025 at 12:09 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Modern data teams are moving fast from traditional ETL to ELT. Why? Because today’s cloud data warehouses and lakehouses are powerful enough to handle heavy transformations right where your data lives. That […]
December 16, 2025 at 02:11 PM | Est. read time: 12 min By Valentina Vianna Community manager and producer of specialized marketing content Data-driven organizations don’t win because they hire data engineers, data scientists, and analysts separately. They win when those disciplines work as one. The convergence of data engineering, data science, and analytics isn’t
December 17, 2025 at 12:03 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content Distributed data pipelines power modern businesses—but they’re also where silent failures and noisy alerts love to hide. When data moves across Airflow DAGs, Kafka topics, Flink or Spark jobs, and serverless workers,
Logs and Alerts for Distributed Pipelines: A Practical Blueprint with Sentry and Grafana Read More »
December 16, 2025 at 01:37 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Data teams have spent years juggling data lakes for flexibility and data warehouses for fast analytics. Meanwhile, AI has stepped into the spotlight—demanding scalable storage, high‑quality features, real-time pipelines, and strong governance.
December 18, 2025 at 12:16 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content Building reliable, scalable multi‑agent systems isn’t just about giving different LLMs different jobs. It’s about coordination, communication, and control. That’s where LangGraph shines. It turns agent workflows into explicit graphs—so you can
Agent Orchestration and Agent‑to‑Agent Communication with LangGraph: A Practical Guide Read More »
December 18, 2025 at 12:06 PM | Est. read time: 16 min By Valentina Vianna Community manager and producer of specialized marketing content Choosing between Hugging Face’s open‑source ecosystem and OpenAI’s proprietary APIs is one of the most important decisions teams make when building technical NLP solutions. Whether you’re extracting entities from specs and logs,
Hugging Face vs OpenAI: Which Models Win for Technical NLP? Read More »
December 18, 2025 at 11:54 AM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content AI agents are moving from demos to dependable business systems. If you’re planning automations that research, reason, call APIs, and take action, two frameworks will likely appear on your shortlist: LangChain and
LangChain vs Agno: How to Choose the Right AI Agent Framework for Your Use Case Read More »
December 18, 2025 at 11:51 AM | Est. read time: 16 min By Valentina Vianna Community manager and producer of specialized marketing content If you’re running analytics on Azure today, you’ve likely asked: Should we stay with Azure Synapse Analytics, or migrate to Microsoft Fabric? And if we move, how do we preserve performance, control
Azure Synapse vs Microsoft Fabric: Migration, Performance, and a Practical Path Forward Read More »
December 17, 2025 at 11:58 AM | Est. read time: 12 min By Valentina Vianna Community manager and producer of specialized marketing content If your organization is serious about data governance, you’ve probably looked at DataHub—the open-source metadata platform that centralizes assets, lineage, ownership, and policies across your stack. But to unlock DataHub’s value at
Terraform + DataHub: A Practical Guide to Building a Secure, Auditable Metadata Platform Read More »
December 17, 2025 at 11:43 AM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content If your organization runs on data, security and compliance aren’t optional—they’re foundational. Whether you’re evaluating a migration or maturing an existing stack, you’ll likely consider Snowflake and Amazon Redshift. Both are proven,
Snowflake vs. Amazon Redshift: The Complete Guide to Security and Compliance Read More »