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Engineering Blog

Hear directly from Snowflake’s technical leaders about what we build, why and how we build it, and how you can use it.

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Core Platform

Accelerate Your Migration: Turn SSIS Packages into Native Snowflake + dbt Projects with SnowConvert AI

Modernize your SSIS ETL pipelines to Snowflake using SnowConvert AI, which offers a new replatform path that creates native Snowflake orchestration and structured dbt projects.
NOV 20, 2025|4 min read
Gen AI

Accelerating PyTorch Innovation at Scale: Snowflake at PyTorch Conference 2025

How Snowflake tackles four core AI challenges: scaling deep learning, training thousands of models, accelerating inference, and balancing multilingual performance.
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NOV 19, 2025|7 min read
Core Platform

Benchmarking Concurrent Workloads for Operational Analytics and BI Workloads

Learn how Snowflake benchmarks concurrent BI & operational analytics workloads with TPC-DS queries to ensure high performance and low latency at scale.
NOV 12, 2025|4 min read
Data Engineering

Snowflake Managed Iceberg Tables: Industry Leading Interop Performance

Snowflake's new file size and partitioning features for Iceberg tables provide hassle-free tuning for high performance on Snowflake and external engines.
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NOV 10, 2025|6 min read
Open Source

The Apache Iceberg™ Variant Type: Flexible Semistructured Data, Reimagined

Explore the new Variant type in Apache Iceberg v3, a powerful feature for storing and querying semi-structured data like logs, telemetry, and IoT data.
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NOV 07, 2025|8 min read
Core Platform

Designed for Excellence: Introducing the Snowflake Well-Architected Framework

Introducing the Snowflake Well-Architected Framework (WAF) your blueprint for building securely, reliably and efficiently on the Snowflake Platform.
NOV 05, 2025|14 min read
Gen AI

What’s Your Agent’s GPA? A Framework for Evaluating AI Agent Reliability

Learn how the Snowflake AI Research team's Agent GPA framework achieved 95% error detection and 86% localization accuracy to accurately measure and debug agent performance.
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NOV 04, 2025|8 min read
Core Platform

Introducing pg_lake: Integrate Your Data Lakehouse with Postgres

Introducing pg_lake, a set of open-source PostgreSQL extensions from Snowflake that allow you to query, manage, and write to Iceberg tables in your data lakehouse.
NOV 04, 2025|6 min read
Gen AI

Optimizing Query Execution in Cortex AISQL

How we made AISQL up to 8x faster and 70x cheaper through AI-aware planning, adaptive model cascading, and semantic join rewriting.
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NOV 04, 2025|8 min read

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