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...
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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
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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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    Abstract data pipeline network visualization representing Snowflake cost optimization and data flow across a modern data stack.
    3 min read

    Best Snowflake Cost Management Tools (2026)

    Lilach Shazar
    Four-phase diagram illustrating the Snowflake data type optimization journey, from alias unification to cost reduction.
    9 min read

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

    Nurit Gal
    Nurit Gal
    A stylized vector illustration featuring a slightly angled data visualization dashboard within a clean browser frame, set against a continuous off-white background. The dashboard, with 'SEEMORE' branding, displays multiple KPI cards: 'COST SAVINGS: $1.93M' in mint green, 'FLAGGED ISSUES: #F87E7E' in coral, 'WAREHOUSE CREDITS: $2.0K', and 'ALERTS: #FFF0A2' in yellow.
    28 min read

    10 Best Enterprise Data Observability Software

    Matan Avneri
    A square-format, edge-to-edge thumbnail designed to visualize the synthesized, discovered "hidden data insight" as outlined in. The composition features a close-up focus on the insightful-looking Seemore piggy character from , standing on a floating, rounded platform derived from the brand frame system in. The pig is looking at a complex data pipeline visualization, where a specific cluster of data points is vividly illuminated, revealing an "insight," contrasting with surrounding shadowy, less detailed areas. Various tables, pipelines, and nodes, as defined in , surround the character in the core soft colors of #FFF0A2 (yellow), #F87E7E (coral), #88F4DB (mint), and #FAC3C6 (blush). This contrast between clear and faint elements provides an immediately intriguing snapshot of the entire blog's narrative.
    20 min read

    Top Data Pipeline Monitoring Tools

    Matan Avneri
    Illustration comparing Snowflake warehouse compute credits with Cortex code tokens, featuring the Seemore pig mascot
    13 min read

    How to Manage Snowflake Cortex Code Cost in 2026 Without Slowing Engineers Down

    Seemore Team
    Guy Biecher
    A 3D vector illustration featuring the seemore >data winking pink piggy bank mascot. The pig, wearing a headset and holding a gold coin, is shown reconfiguring a large crystalline snowflake to represent data optimization. The snowflake transitions from a fragmented, unoptimized state in Salmon Pink (#F87E7E) to a sleek, glowing, and efficient geometric state in Teal (#88F4DB).
    9 min read

    Snowflake Adaptive Warehouses Change the Interface. They Do Not Remove the Engineering Problem.

    Yaniv Leven
    Yaniv Leven
    the standalone hero blog thumbnail, presented as a single file on its own canvas. It features a browser-like frame with rounded corners (radius 18), the three window dots at the top left, and a clean background (light off-white #F7FBFC) with a thin navy blue (#001049) outline. At the center is a large, winking, smiling pink piggy bank. On the left side, inside the frame, there is a bar chart visualization of inefficient Snowflake warehouse usage, showing high idle minutes flagged with red alert flags and waste-category colors. On the right side, inside the frame, there is a line graph showing a clear downward trend in estimated cost savings with success-category colors. Prominent text in navy blue (#001049) Poppins font integrated inside the screen frame reads: "BENCHMARK YOUR SNOWFLAKE EFFICIENCY: UNLOCK SAVINGS". Integrated H2 header text integrated above the image is omitted, and no colored blocks are present on the far left or right margins within the overall screen frame. The entire image has the clean Seemore Data brand aesthetic .
    7 min read

    Snowflake Cost Optimization: Benchmark Warehouse Efficiency and Unlock Savings

    Nurit Gal
    Nurit Gal
    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

    Nurit Gal
    Nurit Gal
    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
    Yaniv Leven