Ideas that move data teams forward
6 min read
Snowflake Cortex Analyst Guide: Text-to-SQL, Semantic Views, Query History, and Monitoring
Yaniv Leven
Mar 19, 2026
Snowflake Cortex Analyst can make text-to-SQL look simple. A user asks a question. Snowflake generates SQL, runs it, and returns an answer.
Production environments are more demanding. Every request still depends on business definitions, semantic coverage, warehouse cost...
9 min read
The Hidden Cost of Snowflake Cortex AI: A $5K Single-Query Wake-Up Call
Guy Biecher
Feb 25, 2026
TL;DR
Snowflake Cortex AI is transforming how teams work with unstructured data, but it comes with a new cost management challenge: a single query can consume thousands of credits without warning. Unlike traditional warehouse costs, Cortex AI charges are based on token ...
6 min read
Snowflake Cortex Code: Complete Guide to Features, Pricing & Implementation (2026)
Yaniv Leven
Feb 05, 2026
On February 3, 2026, Snowflake unveiled Cortex Code at BUILD London 2026, marking a significant shift in how data teams approach development. Unlike generic coding assistants that merely suggest code snippets, Cortex Code operates as a Snowflake-native AI agent that und...
4 min read
Snowflake Query Tags: Implementation Guide with Python, dbt & SQL Examples
Yaniv Leven
Jan 20, 2026
Snowflake query tags let you attach meaningful metadata to every SQL query you run. That sounds simple, but used the right way, query tags unlock visibility most teams never get: fine-grained cost attribution, performance tracking, and clear workload classification.
Her...
6 min read
Snowflake AI Observability for Cortex Agents: Tracking Token-Level Costs with SQL
Guy Biecher
Jan 12, 2026
TL;DRSnowflake Cortex Agent costs are not fully visible in native dashboards. By querying SNOWFLAKE.LOCAL.AI_OBSERVABILITY_EVENTS and applying model-specific pricing, you can calculate 100% of agent costs, attribute spend to agents/users/teams, and build daily cost moni...
5 min read
Smart Pulse – Hourly Autonomous Snowflake Warehouse Optimization for Smarter Scaling
Yaniv Leven
Aug 13, 2025
4 min read
How a One-Line Config Saved $30K in Snowflake Compute, Switching to Snowflake Iceberg Auto-Refresh
Guy Biecher
May 14, 2025
4 min read
5 Data Management Predictions for 2025 (And an Extra 2 if You’re Using Seemore ;-))
Ariel Utnik
Jan 30, 2025
15 min read
Cost of Building and Managing a Data Lake: Factors, Strategies, and Optimization Tips
Matan Avneri
Nov 27, 2024
15 min read
Cost of Building and Managing a Data Lake: Factors, Strategies, and Optimization Tips
Matan Avneri
Nov 06, 2024
6 min read
Solving The Daily Hassles of Data Engineers: Do You Maintain Data Pipelines No One is Using?
Ariel Utnik
Oct 28, 2024
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