Data Engineering Resources

When Kubernetes Breaks Session Consistency: Using Cosmos DB and Redis Together

Cosmos DB stores durable state; Redis acts as a coordination layer, enabling predictable, stateless scaling without sticky sessions, strong consistency, or high costs.

April 15, 2026

by Vikas Mittal

· 2,527 Views

Architecting the Future of Research: A Technical Deep-Dive into NotebookLM and Gemini Integration

Explore how NotebookLM and Gemini 1.5 Pro revolutionize research through source grounding, long context windows, and content pipelines.

April 15, 2026

by Jubin Abhishek Soni

CORE

· 2,644 Views

Microsoft Fabric AI Functions: A Practical Overview for Data Engineers

The article reviews and compares AI capabilities in Microsoft Fabric's Spark Notebooks, focusing on accuracy and performance.

April 15, 2026

by Iurii Iurchenko

· 2,718 Views · 1 Like

Runtime FinOps: Making Cloud Cost Observable

Treat cloud cost as a real-time system metric tied to deployments. With tagging, CI/CD estimates, and alerts to service owners, teams can catch spend spikes early.

April 15, 2026

by David Iyanu Jonathan

· 2,739 Views

Mastering Gemma 4

Master Gemma 4 with this deep dive into its architecture, distillation training, and Python implementation for production AI workflows.

April 15, 2026

by Jubin Abhishek Soni

CORE

· 3,164 Views

AI-Driven DevOps for SaaS: From Reactive to Predictive Pipelines

LLMs automate risk analysis, config generation, and incident response boosting speed, reliability, and developer efficiency.

April 15, 2026

by Suresh Kurapati

· 2,698 Views

Code Too Cheap to Meter

In the coming era of disposable software, exploring what it means for engineers and how it will change the future of engineering.

April 15, 2026

by Clayton Haight

· 2,361 Views

The ID That Costs Millions: Why API Authorization Failures Keep Winning

By a cybersecurity correspondent with field experience across three continents and a front-row seat to more than a few corporate meltdowns.

April 14, 2026

by Igboanugo David Ugochukwu

CORE

· 2,526 Views

How Online Databases Replicate Public Records: A Look at Data Aggregation

Many online databases are built by aggregating public records from different sources. Once collected and indexed, the same info can spread across multiple websites.

April 14, 2026

by TIANA LO

· 2,564 Views

You Are Using Claude Wrong (And So Is Everyone You Know)

Claude isn't ChatGPT with a different logo, it's built on different principles that reward a different way of working, and that difference compounds.

April 14, 2026

by Faisal Feroz

· 4,164 Views · 5 Likes

4 Ways Your AI Coding Agent Exfiltrates Secrets

AI coding agents have your secrets and make HTTP requests. That creates four exfiltration channels, and most security tools only cover one.

April 14, 2026

by Josh Waldrep

· 2,835 Views · 1 Like

Building an AI-Powered SRE Incident Response Workflow With AWS Strands Agents

Learn how to automate CloudWatch alerts, Kubernetes remediation, and incident reporting using multi-agent AI workflows with the AWS Strands Agents SDK.

April 14, 2026

by Ayush Raj Jha

· 2,668 Views · 1 Like

Boost Your Spark Jobs: How Photon Accelerates Apache Spark Performance

Photon is Databricks’ native C++ engine that bypasses JVM bottlenecks by processing data in vectorized, SIMD-accelerated batches instead of row by row.

April 13, 2026

by Seshendranath Balla Venkata

· 2,773 Views · 1 Like

Designing AI-Assisted Integration Pipelines for Enterprise SaaS

AI automates Workday data mapping, reducing manual effort and boosting integration speed, accuracy, reliability, scalability, efficiency and maintainability.

April 13, 2026

by Suresh Kurapati

· 2,528 Views

SelfService HR Dashboards with Workday Extend and APIs

Workday Extend enables developers to turn HCM data into secure, self-service dashboards by consuming RaaS and REST APIs directly inside Workday.

April 13, 2026

by Suresh Kurapati

· 2,785 Views

Beyond Request-Response: Architecting Stateful Agentic Chatbots with the Command and State Patterns

Building chatbots with monolithic webhooks leads to messy if/else chains that are hard to maintain and scale. Use the Command Pattern and the State Pattern.

April 13, 2026

by Iyanuoluwa Ajao

· 2,689 Views · 3 Likes