Maintenance Resources

Top 5 Trends in Big Data Quality and Governance in 2025

Explore the top 5 trends in data quality and governance for 2025, from real-time validation to AI-powered checks and privacy-first practices.

July 10, 2025

by Vivek Venkatesan

· 2,204 Views · 2 Likes

Why Traditional CI/CD Falls Short for Cloud Infrastructure

CI/CD works great for stateless apps–but infra isn’t stateless. It’s live, interconnected, and hard to roll back when things go sideways.

July 3, 2025

by Aharon Twizer

· 4,801 Views · 2 Likes

How Trustworthy Is Big Data? A Guide to Real-World Challenges and Solutions

Big data only delivers value when it's reliable. Identify and fix trust issues like schema drift, outliers, and silent errors using Deequ and Great Expectations.

June 25, 2025

by Vivek Venkatesan

· 1,917 Views

Modern IT Incident Management: Tools, Trends, and Faster Recovery

Modern IT systems need advanced incident management using AI, automation, and real-time monitoring to handle complex failures.

June 23, 2025

by Joydeep Bhattacharya

CORE

· 1,898 Views · 3 Likes

The Missing Infrastructure Layer: Why AI's Next Evolution Requires Distributed Systems Thinking

Let's explore how investing in proven AI infrastructure yields a competitive advantage over those who continue trying to solve infrastructure problems at the app layer.

June 12, 2025

by John Vester

CORE

· 2,371 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

· 2,298 Views · 2 Likes

The Bare Metal Bet That Made Our Multiplayer Platform Hum

Switching to a bare metal–based hybrid model cut costs and improved latency. It also eliminated cloud egress pain and avoided vendor lock-in.

June 9, 2025

by Harsh Pandey

· 2,801 Views · 2 Likes

When Airflow Tasks Get Stuck in Queued: A Real-World Debugging Story

Fixed Airflow 2.2.2 tasks stuck in "queued" state by backporting a patch from v2.6.0, optimizing scheduler config, and deploying temporary workarounds.

May 29, 2025

by Gurmeet Saran

· 7,782 Views · 4 Likes

The Evolution of Scalable and Resilient Container Infrastructure

Kubernetes made the container deployment scalable, resilient, and production-ready which completely changed how services operate.

May 26, 2025

by Siri Varma Vegiraju

CORE

· 5,037 Views · 3 Likes

Distributed Consensus: Paxos vs. Raft and Modern Implementations

In this post we'll explore the fundamentals of distributed consensus, compare Paxos and Raft, and examine recent implementations like Kafka Raft.

May 23, 2025

by narendra reddy sanikommu

· 5,674 Views · 2 Likes

Analyzing Techniques to Provision Access via IDAM Models During Emergency and Disaster Response

Exploring and analyzing the scope, benefits, and use cases of different access control models during emergency and disaster response.

May 22, 2025

by Atish Kumar Dash

· 3,084 Views · 1 Like

MCP Servers: The Technical Debt That Is Coming

MCP servers promise faster AI-driven orchestration through the use of natural language, but they risk becoming technical debt.

May 22, 2025

by Hugo Guerrero

CORE

· 8,417 Views · 3 Likes

Infrastructure as Code (IaC) Beyond the Basics

IaC has matured beyond basic scripting to offer scalable, secure cloud ops with reusable modules, testing, policy-as-code, and built-in cost optimization.

May 16, 2025

by Neha Surendranath

· 5,402 Views · 1 Like

The Full-Stack Developer's Blind Spot: Why Data Cleansing Shouldn't Be an Afterthought

Full-stack developers often focus on clean code but neglect clean data, leading to performance issues, security vulnerabilities, and frustrated users.

May 16, 2025

by Farah Kim

· 3,864 Views · 2 Likes

Data Quality: A Novel Perspective for 2025

New testing techniques, smarter anomaly detection, and multi-cloud strategies are improving data reliability. Advanced tools are revolutionizing data quality management.

May 16, 2025

by Srinivas M

· 3,750 Views · 1 Like

Optimize Deployment Pipelines for Speed, Security and Seamless Automation

Automated deployment strategies boost speed, security, and reliability, ensuring faster, risk-free releases with zero downtime.

May 2, 2025

by Bal Reddy Cherlapally

· 4,324 Views · 1 Like

How Platform Engineering Is Impacting Infrastructure Automation

Platform engineering is introducing reusable, standardized internal platforms that streamline workflows and reduce manual overhead.

May 1, 2025

by Mariusz Michalowski

· 2,320 Views

On-Call That Doesn’t Suck: A Guide for Data Engineers

Data pipelines don’t fail silently; they make a lot of noise. The question is, are you listening to the signal or drowning in noise?

April 29, 2025

by Tulika Bhatt

· 3,394 Views · 3 Likes

How to Build the Right Infrastructure for AI in Your Private Cloud

Build scalable infrastructure with GPUs for AI workloads, manage data pipelines efficiently, and ensure security and compliance.

April 25, 2025

by Siva Kiran Nandipati

· 6,221 Views · 2 Likes

CRDTs Explained: How Conflict-Free Replicated Data Types Work

Explore Conflict-free Replicated Data Types. Data structure designed to ensure that data on different replicas will eventually converge into a consistent state.

April 24, 2025

by Bartłomiej Żyliński

CORE

· 6,357 Views · 2 Likes

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