Data Engineering Resources

Automating Sentiment Analysis Using Snowflake Cortex

Learn how to use Snowflake Cortex to classify customer sentiment and categorize feedback by theme—then automate it weekly using nothing but SQL. No ML training required.

June 12, 2025

by Rajanikantarao Vellaturi

· 2,362 Views · 2 Likes

AI-Native Platforms: The Unstoppable Alliance of GenAI and Platform Engineering

The future of software development involves an AI-powered DevEx. This marks the end of static platforms and the dawn of an intelligent era.

June 11, 2025

by Graziano Casto

CORE

· 3,121 Views · 2 Likes

From ETL to ELT to Real-Time: Modern Data Engineering with Databricks Lakehouse

The data engineering landscape has evolved from traditional ETL and ELT processes towards real-time processing, driven by the demand.

June 11, 2025

by Srinivasarao Rayankula

· 3,288 Views · 5 Likes

Converting List to String in Terraform

Use join(), format(), and jsonencode() in Terraform to name resources, format scripts/logs, and ensure clarity in dynamic configurations.

June 11, 2025

by Mariusz Michalowski

· 3,385 Views · 1 Like

Building Generative AI Services: An Introductory and Practical Guide

Amazon Bedrock simplifies AI app development with serverless APIs, offering Q&A, summarization, and image generation using top models like Claude and Stability AI.

June 11, 2025

by Srinivas Chippagiri

CORE

· 18,570 Views · 13 Likes

Traditional hashes miss unknown malware. Similarity digests like TLSH, ssdeep, and sdhash improve detection by comparing file similarities. This article benchmarks them.

June 11, 2025

by Udbhav Prasad

· 2,623 Views

Software Specs 2.0: An Elaborate Example

Learn how to define precise, secure, and testable requirements for an AI-generated User Authentication Login Endpoint with structured documentation

June 11, 2025

by Stelios Manioudakis

CORE

· 7,555 Views · 4 Likes

Integrating Cursor and LLM for BDD Testing With Playwright MCP (Model Context Protocol)

Learn in this article how BDD, AI-powered Cursor, and Playwright MCP simplify test automation, enabling faster, smarter, and more collaborative workflows.

June 11, 2025

by Kailash Pathak

CORE

· 3,907 Views

Cognitive Architecture: How LLMs Are Changing the Way We Build Software

LLMs are transforming software design by enabling cognitive, agent-driven systems that reason and act, moving beyond traditional, rigid architectures.

June 11, 2025

by Graziano Casto

CORE

· 2,765 Views · 2 Likes

Understanding the Mandelbrot Set: A Beautiful Benchmark for Computing Power

Explore how the Mandelbrot set, a complex fractal generated by simple math, serves as a benchmark for testing computing power memory and parallel processing.

June 10, 2025

by Vivek Vellaiyappan Surulimuthu

· 1,901 Views · 2 Likes

Turbocharge Load Testing: Yandex.Tank + ghz Combo for Lightning-Fast Code Checks

When you need a quick assessment of your service’s ability to handle a load of 100+ requests per second, there’s no need to involve multiple teams in complex processes.

June 10, 2025

by Ilia Ivankin

· 1,513 Views · 2 Likes

Taming Billions of Rows: How Metadata and SQL Can Replace Your ETL Pipeline

Managing time-series data is challenging. This article presents a metadata-driven aggregation approach that cuts storage by 10x and speeds up queries without ETL.

June 10, 2025

by Rishu Chadha

· 2,189 Views · 6 Likes

Event Sourcing Unpacked: The What, Why, and How

Take a deep dive into event sourcing as we explore how it works, why it's important, and the major benefits and challenges it brings to modern systems.

June 10, 2025

by Ammar Husain

CORE

· 1,160 Views · 1 Like

The Rise of Self‐Service Platforms: How Cloud Development Environments Are Reshaping Dev Culture

Self‐service platforms, powered by platform engineering and internal developer portals, streamline infrastructure tasks and reduce developer cognitive load.

June 10, 2025

by Murugan Lakshmanan

· 2,109 Views · 1 Like

Secure Your Oracle Database Passwords in AWS RDS With a Password Verification Function

Enforce strong password policies for Oracle databases on AWS RDS using built-in or custom verification functions via the rdsadmin package.

June 10, 2025

by arvind toorpu

CORE

· 2,429 Views · 3 Likes

Operationalizing Data Quality in Cloud ETL Workflows: Automated Validation and Anomaly Detection

Data quality isn’t an afterthought anymore; it is real-time, embedded, and self-healing. Cloud ETL needs smart checks, not checklists. Trust your data before it lies.

June 10, 2025

by BEVERLY DSOUZA

· 2,359 Views · 3 Likes

How You Can Use Few-Shot Learning In LLM Prompting To Improve Its Performance

Few-shot learning helps guide AI models by showing them examples in your prompt. This blog explains how it works, when to use it, and tips to get better results.

June 9, 2025

by Srinivas Gurrala

· 3,981 Views · 2 Likes

Software Specs 2.0: Evolving Requirements for the AI Era (2025 Edition)

Learn about key qualities for writing software requirements—documented, correct, testable, and more—tailored for both human developers and AI code generation.

June 9, 2025

by Stelios Manioudakis

CORE

· 11,385 Views · 5 Likes