January 27, 2026 at 05:30 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content When systems were simpler, you could often “monitor” an application by watching CPU charts and skimming a few server logs. Today, distributed architectures, microservices, serverless functions, and third-party APIs have changed the […]
January 26, 2026 at 02:28 PM | Est. read time: 12 min By Valentina Vianna Community manager and producer of specialized marketing content Modern data and AI systems don’t run on “one-off scripts” for long. As soon as you have multiple sources, dependencies, schedules, retries, and stakeholders who expect consistent results, you need a workflow
January 26, 2026 at 01:11 PM | Est. read time: 12 min By Valentina Vianna Community manager and producer of specialized marketing content Tableau is famously easy to adopt-until your dashboards go from “one team, one workbook” to dozens of departments, hundreds of users, and data volumes that double every quarter. Suddenly, a dashboard that
Tableau Performance at Scale: How to Keep Dashboards Fast as Your Data (and Users) Grow Read More »
January 26, 2026 at 01:06 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Google BigQuery is one of the most widely used cloud data warehouses for analytics-fast, scalable, and designed so teams can run complex SQL over massive datasets without managing infrastructure. But when performance,
January 22, 2026 at 12:08 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Snowflake is often summarized as “separation of storage and compute.” True-but the real value shows up in the details: how Snowflake stores data in micro-partitions, how virtual warehouses execute queries, and how
January 22, 2026 at 10:37 AM | Est. read time: 16 min By Valentina Vianna Community manager and producer of specialized marketing content Amazon Redshift is built for analytics at scale-but as data volumes grow and more teams run queries concurrently, performance can degrade in ways that feel mysterious: dashboards slow down, ETL jobs take
January 22, 2026 at 10:31 AM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content Modern analytics and machine learning live or die by data quality. A single upstream schema change, a silent null explosion, or a “helpful” ETL tweak can break dashboards, degrade model performance, and
January 22, 2026 at 10:26 AM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content Grafana has become one of the most widely used platforms for visualizing and understanding metrics across modern systems-everything from application performance to Kubernetes health, database throughput, and cloud infrastructure cost signals. When
January 22, 2026 at 10:23 AM | Est. read time: 11 min By Valentina Vianna Community manager and producer of specialized marketing content Data engineering lives and dies by consistency: the same job should behave the same way in development, CI, staging, and production. Yet the reality is often “it works on my machine,” mismatched
