Ajay - ajayconnect

What’s New in Snowflake in 2026: Summit Highlights and Autumn Updates for Data Engineers

Iceberg v3, Openflow, Snowflake Postgres mirroring, smarter Dynamic Tables, CoWork and CoCo: the Snowflake features that matter for data engineers in 2026, with GA vs preview status and a practical checklist.

Ajay October 19, 2026

Big data Snowflake SQL

Incremental Pipelines in Snowflake: Dynamic Tables vs Streams & Tasks (Hands-On)

Build the same incremental pipeline two ways in Snowflake, with Streams & Tasks and with Dynamic Tables. Full SQL, monitoring queries, 2026 updates and a clear guide to which one to use.

Ajay October 19, 2026

Big data Snowflake SQL

Snowflake Cost Optimization: A Practical Playbook with SQL

Find where your Snowflake credits go and cut them: auto-suspend, right-sizing, resource monitors, query tuning, storage trimming and AI quotas, with ready-to-run SQL and a 30-minute monthly review.

Ajay October 19, 2026

Microsoft Fabric 2026: latest features and who uses it

AI Big data Microsoft Fabric

Microsoft Fabric in 2026: The Latest Features and Who Is Using It

Everything Microsoft shipped for Fabric at FabCon Europe 2026: Fabric IQ in Copilot, Runtime 2.0, a data engineering agent, BigQuery mirroring, F0 capacity and more, with GA vs preview status, real customer results and a practical checklist.

Ajay October 19, 2026

ACID Transactions

Learn ACID transactions (atomicity, consistency, isolation, durability) with an interactive guide, animated examples and real-world database scenarios.

Ajay February 13, 2026

Azure Microsoft Fabric

Confluent Kafka to Microsoft Fabric

Build real-time pipelines from Confluent Kafka to Microsoft Fabric: architecture, security, governance, implementation steps and monitoring.

Ajay February 9, 2026

AI Azure Microsoft Fabric

Microsoft Fabric Data Engineering

The complete guide to Microsoft Fabric data engineering: OneLake, lakehouses, Spark, pipelines and architecture best practices, updated for 2026.

Ajay February 8, 2026

Airbyte DBT Snowflake

Modern ETL Architecture

Build a modern ETL stack with Snowflake, Airbyte and dbt: architecture, setup steps and code to create scalable, enterprise-grade data pipelines.

Ajay February 7, 2026

Azure DevOps CI/CD GIT

Master Git Completely

Master Git from basics to advanced: installing, branching, merging, remotes, team workflows and a handy command cheat sheet for developers.

Ajay December 9, 2025

AWS Azure Big data

AWS vs Azure Services Comparison.

A practical, side-by-side map for architects and engineers. Compute & Containers AWSAzureWhen to choose EC2Virtual MachinesGeneral-purpose VMs; widest image flexibility. EC2 Auto ScalingVM Scale SetsScale a VM fleet automatically. EKSAKSManaged…

Ajay October 31, 2025