Maintenance Resources

Debug Like a Pro in 2025: 10 New Eclipse Java Debugger Features to Enhance Your Productivity (With Spring Boot Examples)

Eclipse Java Debugger in 2025 is faster and smarter. This post explores 10 new features using a Spring Boot app that handles books, reviews, and recommendations.

July 16, 2025

by Sougandh S

· 5,715 Views · 8 Likes

How to Reduce Technical Debt With Artificial Intelligence (AI)

Technical debt hampers growth and innovation. Smart AI integration in SaaS helps reduce it by improving code quality, scalability, and proactive maintenance.

July 11, 2025

by Karan Rawal

· 3,399 Views

Contract-Driven ML: The Missing Link to Trustworthy Machine Learning

Model accuracy means nothing if data breaks in production. Learn how data contracts ensure reliability, prevent silent failures, and protect ML performance.

July 10, 2025

by Sana Zia Hassan

· 2,284 Views · 1 Like

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

· 2,251 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

· 4,857 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

· 1,948 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

· 1,932 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

· 2,401 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

· 2,335 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

· 2,972 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

· 8,005 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

· 5,070 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

· 5,721 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

· 3,118 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

· 8,460 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

· 5,436 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

· 3,890 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

· 3,787 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

· 4,357 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

· 2,352 Views

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