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Vibe Coding Part 3 — Building a Data Quality Framework in Scala and PySpark
How GenAI-assisted “vibe coding” can simplify building PySpark wrappers over Scala Spark libraries when you know what you’re doing.
January 23, 2026
by Bipin Patwardhan
· 1,271 Views · 2 Likes
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Scaling Infrastructure as Code in Enterprise Automation
Tools like Ansible enable modernization but introduce a coding skills gap. This article outlines a pattern to democratize automation using intermediate tooling.
January 19, 2026
by Dippu Kumar Singh
· 1,383 Views
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Self-Healing Infrastructure Automation Platform That Reduced MTTR by 40%
How we built a self-healing infrastructure automation platform, enabling faster recovery, lower on-call load, and reliability that scales with the system.
January 19, 2026
by Venkatesan Thirumalai
· 2,651 Views · 1 Like
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How Unified Data Pipelines Transform Modern AI Infrastructure
AI now uses diverse data types, and old pipelines struggle. Unified data flows centralize data, simplifying management and improving model training and performance.
December 31, 2025
by Samuel Ogbonna
· 1,557 Views · 1 Like
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Implementing Automated Validation and Anomaly Detection
Ensure high-quality data in large-scale pipelines with automated validation, anomaly detection, and scalable frameworks that maintain accuracy and consistency.
December 23, 2025
by Venkataram Poosapati
· 1,799 Views · 1 Like
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Looking at the Evolving Landscape of ITSM Through the Lens of AI
Elevating the ITSM Experience with Intelligent Workflows, Predictive Insights, and Autonomous Service Experiences for Smarter IT Operations.
December 18, 2025
by Atish Kumar Dash
· 1,177 Views · 1 Like
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2026 IaC Predictions: The Year Infrastructure Finally Grows Up
Learn about the top 2026 cloud predictions, from AI-generated IaC to automated fixes and faster recovery, helping teams stay in control as automation grows.
December 15, 2025
by Aharon Twizer
· 1,661 Views
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How GPU Power Is Shaping the Next Wave of Generative AI
The next wave of GenAI will be shaped not by model design, but by how effectively organizations secure and scale GPU compute.
December 11, 2025
by Igor Voronin
· 792 Views · 1 Like
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Scaling QA Processes for Enterprise App Development: A Practical Guide
Building enterprise mobile apps isn’t just about coding fast—it’s about making sure the app works reliably, securely, and at scale.
December 11, 2025
by Arun Goyal
· 1,126 Views · 1 Like
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Reproducibility as a Competitive Edge: Why Minimal Config Beats Complex Install Scripts
Complex install scripts create fragility, drift, and wasted hours. Reproducibility gives you a real competitive edge in speed, quality, and operational clarity.
December 9, 2025
by Con Hrisikos
· 1,509 Views · 1 Like
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How to Prevent Quality Failures in Enterprise Big Data Systems
Ensure reliable data pipelines with medallion architecture: Bronze, Silver, Gold layers catch quality issues early, preventing silent failures and bad decisions.
December 9, 2025
by Ram Ghadiyaram DZone Core CORE
· 1,499 Views · 1 Like
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Streamlining Incident Management with IBM Cloud Logs, Event Notifications, and PagerDuty
Learn faster detection and response: Instead of manually scanning logs, teams get real-time alerts when log patterns indicate a problem.
December 8, 2025
by Pradeep Gopalgowda
· 1,670 Views · 1 Like
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Disaster Recovery Testing for DevOps
When we think of Disaster Recovery, we expect instant restoration after deletions, outages, or attacks — but is that really how it works in practice?
December 8, 2025
by Daria Kulikova
· 2,295 Views · 3 Likes
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From Chaos to Control: Tackling Salesforce Technical Debt
A practical guide to Salesforce technical debt: assessment, governance, refactoring, and tools to transform fragile orgs into scalable platforms.
December 8, 2025
by Vikas Luthra
· 1,536 Views
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From Chaos to Clarity: Building a Data Quality Framework That Actually Works
This article offers a practical, step-by-step guide to fix this by defining data quality goals, setting governance standards, adding monitoring, and building trust.
December 1, 2025
by Venkataram Poosapati
· 1,664 Views · 1 Like
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Beyond Outages: Building True Resilience After the AWS Outage
True resilience means multi-cloud architecture, spreading critical workloads across AWS, Azure, or GCP with shared data, global load balancing, and unified monitoring.
November 17, 2025
by Jas Tandon
· 2,580 Views · 4 Likes
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Formae and PKL: Revolutionizing Infrastructure Automation
Learn about Formae, an open-source IaC platform introducing a stateless, auto-discovering approach to infrastructure management and PKL, a configuration-as-code language.
November 11, 2025
by Vidyasagar (Sarath Chandra) Machupalli FBCS DZone Core CORE
· 1,907 Views · 3 Likes
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HSTS Beyond the Basics: Securing AI Infrastructure and Modern Attack Vectors
HTTP Strict Transport Security (HSTS) is a web security policy mechanism that helps protect websites against protocol downgrade attacks and cookie hijacking.
October 29, 2025
by Vidyasagar (Sarath Chandra) Machupalli FBCS DZone Core CORE
· 2,132 Views · 4 Likes
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Data Quality at Write Time: Engineering Reliability With Delta Expectations
Ensure reliable data from the start. Learn how Delta Expectations in Databricks enforce real-time, write-time validation to prevent bad data before it lands.
October 23, 2025
by Rambabu Bandam
· 2,518 Views · 1 Like
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AIOps for Predictive Incident Management: A Novel Approach to Proactive DevOps
AIOps with machine learning improvements will allow DevOps teams to tune the system approaches from reactive to proactive.
October 20, 2025
by Lakshmi Prasad Rongali
· 1,769 Views · 1 Like
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