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Ideas that move data teams forward

Vertical Scaling Snowflake illustration showing AI-driven warehouse optimization, rising costs, and performance monitoring on cloud data infrastructure
8 min read

Vertical Scaling Snowflake: Predicting Query Behavior and Cost

Wesley Allan
Apr 14, 2026
TL;DR If your team assumes that a bigger Snowflake warehouse always costs more and simply runs queries faster, you are using the wrong model. Snowflake query behavior changes based on memory pressure, operator type, spillage, and workload overlap. A memory-heavy query r...
Isometric 3D illustration of Snowflake data types visualized as vibrant, interconnected cubes on a high-tech, futuristic platform. Each cube represents a specific data category—including VARCHAR, NUMBER, VARIANT, DATE, BOOLEAN, and GEOGRAPHY—with data flowing through glowing, translucent pipes that link them together. The scene uses the brand’s signature color palette of Dark Blue, Coral, Teal, and Yellow. In the background, small pink
9 min read

Snowflake Data Types: Practical Cheat Sheet, Aliases, and VARIANT Examples

Wesley Allan
Apr 13, 2026
A lot of guides on Snowflake data types stay at the dictionary level. Engineers need more than that. You need to know which type to pick, which aliases Snowflake treats as the same thing, how to inspect a live table, and what happens when semi-structured columns grow in...
Thumbnail for a blog post about Snowflake Cortex Analyst, featuring bold title text, a glowing SQL folder, a magnifying glass, and blue data-themed graphics representing text-to-SQL and production monitoring.
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...
Visual representation of Snowflake Cortex AI with a glowing snowflake symbol over cloud servers, highlighting AI and data processing infrastructure
9 min read

The Hidden Cost of Snowflake Cortex AI: A $5K Single-Query Wake-Up Call

Seemore Team
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 ...
AI-powered transformation of data engineering - from complex technical workflows to streamlined natural language development, perfectly representing Snowflake Cortex Code's value proposition.
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...

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    5 min read

    Scaling Data Operations Without Bottlenecks: How Artlist Streamlined Growth and Efficiency

    Seemore Team
    Guy Biecher
    Feb 19, 2025
    Snowflake performance tuning
    14 min read

    Snowflake Performance Tuning in 2025: Pro Tips and Common Mistakes in Snowflake: Best Practices, Common Mistakes, and Pro Tips for Data Teams

    Idan Birnboim
    Feb 13, 2025
    10 min read

    Airflow Troubleshooting Tips: The Challenges and Solutions You Need to Know

    Idan Birnboim
    Feb 13, 2025
    11 min read

    Top 10 Data Lineage Visualization Tools to Streamline Your Data Management

    Matan Avneri
    Feb 05, 2025
    4 min read

    5 Data Management Predictions for 2025 (And an Extra 2 if You’re Using Seemore ;-))

    Seemore Team
    Ariel Utnik
    Jan 30, 2025
    12 min read

    Modern Data Stack Architecture: Building Scalable and Efficient Data Pipelines

    Idan Birnboim
    Jan 23, 2025
    7 min read

    Data Engineering Anonymous: Why Does Debugging Feel Like a Full-Time Job (and How Can I Fix It)

    Seemore Team
    Guy Biecher
    Jan 20, 2025
    12 min read

    How to Design and Implement a Cloud Governance Framework

    Idan Birnboim
    Jan 15, 2025
    12 min read

    Cloud Cost Forecasting: Advanced Techniques and Best Practices

    Matan Avneri
    Jan 09, 2025
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    Seemore resources

    19 min read

    Intelligent Snowflake Auto Clustering: How to Optimize Auto-Clustering at Scale with AI

    Seemore Team
    Guy Biecher

    Jan 12, 2026

    TL;DR Snowflake auto-clustering can dramatically improve query performance — but at scale, it often becomes a guessing game that quietly burns credits. Manual clustering analysis doesn’t keep up with changing query patterns, table growth, and data churn. This post expl...

    Auto- clustering in scale with AI recommendation

    14 min read

    How to Automate Snowflake Warehouse Optimization (2026 Guide)

    Snir Siboni

    Dec 21, 2025

    TL;DR Snowflake warehouse optimization in 2026 requires right-sizing compute (vertical scaling), controlling concurrency with multi-cluster policies (horizontal scaling), choosing Gen1 vs Gen2 based on workload type, and eliminating idle time with aggressive suspensi...

    An infographic titled 'Snowflake Warehouse Optimization in 2026' highlighting four key strategies: Right Sizing, Multi-Cluster Strategies, Gen1 vs Gen2 Warehouses, and Auto-Suspend configuration, all part of an Automated Platform.

    7 min read

    Comprehensive Guide to Mastering the Snowflake Query Profile

    Matan Avneri

    May 23, 2024

    Comprehensive Guide to Mastering the Snowflake Query Profile

    5 min read

    Smart Pulse – Hourly Autonomous Snowflake Warehouse Optimization for Smarter Scaling

    Yaniv Leven

    Aug 13, 2025

    Introducing Smart Pulse In the constant balancing act between performance and cost in cloud data warehouses, timing is everything. Optimize too slowly, and you waste budget on oversized resources. React too late, and users face query slowdowns or missed SLAs. That’s...

    6 min read

    What is Smart Snowflake Auto Suspend: Auto Shutdown

    Yaniv Leven

    Nov 03, 2025

    Managing Snowflake warehouses efficiently has always been a delicate balance. You need compute resources available when your data teams need them, but leaving warehouses running when idle can drain budgets fast. Traditional Snowflake Auto Suspend features help, but they...

    Comparison infographic showing traditional static auto-suspend versus intelligent AI-powered warehouse auto-shutdown for Snowflake optimization

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