note

[GCP] SQL Alerts are now available in Cloud Monitoring! The full story on the new feature enabling complex log and trace monitoring

SQL alerting, a feature that allows alert configuration using SQL queries, has been added to Cloud Monitoring's Observability Analytics (formerly Log Analytics) as a preview. How SQL-based alerting ...
note

Cloud Digital Leader Exam Preparation | Organizing the Use Cases for Cloud SQL, Spanner, Bigtable, Firestore, BigQuery, and Cloud Storage in Section 2.2 (Part 8)

In this article, we will cover the "Google Cloud Data Management Products" corresponding to Section 2.2 of the Cloud Digital Leader exam scope. We will map specific products to the concepts of ...
GitHub

Text2SQL — Natural Language SQL Interface with Guardrails & Hallucination Detection

Live demo: https://text2sql-05z1.onrender.com (free tier — first request after idle takes ~50s to wake). The hosted demo runs Llama 3.1 8B for daily-quota headroom; Llama 3.3 70B is the primary model ...
Computerworld

Industry

Q&A: Temporal aims to be the reliability backbone for an agentic AI economy Temporal Co-founder and CEO Samar Abbas weighs in on AI reliability, execution and what IT decision-makers should to keep in ...
GitHub

data-engineering-patterns.md

Window functions over self-joins — more efficient for ranking, running totals, and lag/lead operations Broadcast joins for small dimensions — use .broadcast() hint when one table fits in memory ...