Ideas that move data teams forward

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Your AI Agents Are Paying for Missing Context

Yaniv Leven
Yaniv Leven
Horizon Context is now in public preview. Here’s what it costs (as far as the docs say), and how tags, lineage and ownership turn it into a cost tool Picture a finance team with seven tables that have revenue in the name. Three are sandbox copies, two are staging, and...
Illustration of a tap dropping single gold coins into a glass beside a coral treasure chest full of coins linked to an hourglass, contrasting pay as you go with prepaid capacity
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Snowflake On-Demand vs Capacity: Credits, Rollover and Renewal (2026)

Akash Joshi
Snowflake capacity pricing means you buy a set dollar amount of usage up front and spend it down at order-form rates. On-demand pricing means list price, invoiced monthly in arrears. Beyond your capacity balance, Snowflake’s usage view describes the excess as...
Illustration of three bill cards of increasing size on separate platforms, each with a taller stack of gold coins, the middle card highlighted in coral
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Snowflake Pricing Examples: Three Worked Monthly Bills (2026)

Akash Joshi
A Snowflake bill is credits times a price per credit, plus storage by the terabyte, data transfer and, for AI, a separate AI Credit. These three illustrative Snowflake pricing examples build one month line by line, without data transfer or unlisted lines: a small team...
min read

Correct Isn’t the Same as Cheap

Yaniv Leven
Yaniv Leven
AI agents can now write your SQL and pipelines. The checks around them need to cover spend, not just accuracy. A growing share of the SQL running in our warehouses wasn’t typed by a person. It came from a copilot in the IDE, an agent building a dbt model, or a...
Illustration of a coral cloud above a server block with a translucent dome covering most of it, and only the part above the dome dripping gold coins, showing the free cloud services allowance
min read

Snowflake Cloud Services Credits: How the 10% Rule Works (2026)

Akash Joshi
Snowflake cloud services credits are billed only on days when cloud services use passes 10% of that day’s virtual warehouse credits. Even then, you pay only for the excess. Snowflake works this out for each UTC day, and serverless usage does not count toward the...

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    Snowflake REPLACE Function
    16 min read

    Snowflake REPLACE Function: A Step-by-Step Guide with Examples

    Matan Avneri
    Webinar promotional graphic with the Artlist logo and the Seemore pig mascot
    5 min read

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

    Seemore Team
    Guy Biecher
    Snowflake performance tuning
    14 min read

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

    Lilach Shazar
    Hands pointing at floating bar and line chart overlays above a desk
    11 min read

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

    Lilach Shazar
    Abstract circuit board with flowing blue and teal light streaks
    12 min read

    Top 10 Data Lineage Visualization Tools to Streamline Your Data Management

    Matan Avneri
    Graphic titled '2025 Data Trends: What's Draining Your Budget' with the Seemore pig mascot
    6 min read

    Five Snowflake Cost Mistakes That Survive Every Review

    Nurit Gal
    Nurit Gal
    Abstract data center with glowing streams of binary code
    12 min read

    Modern Data Stack Architecture: Building Scalable and Efficient Data Pipelines

    Lilach Shazar
    Illustration of a stressed developer surrounded by screens full of code
    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
    Glowing cloud icon labelled 'Cloud' on a blue circuit board
    11 min read

    How to Design and Implement a Cloud Governance Framework

    Lilach Shazar