AI-Integrated Governed Engineering
Why AI coding tools need a new kind of engineering discipline, and what we’re doing about it A while back, a team of our senior engineers tried something that is now pretty common. They took a feature...
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Your Application Management Services (AMS) Provider Is Meeting Its SLAs. So...
Traditional application support keeps systems running. The real issue, though, is whether or not it ever improves them. The monthly service review looks good. In fact, it looks better than good. SLA...
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Building an Enterprise Agentic AI Testing Assistant – A Practical...
INTRODUCTION Enterprise software testing is in the process of shifting from its fundamentals by incorporating Generative AI, Retrieval Augmented Generation (RAG), and intelligent knowledge systems....
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Validating an Observability Migration at Scale with Agentic AI
How we automated the verification of hundreds of dashboards, alerts, and SLOs during a New Relic to Grafana LGTM migration. By Mahesh Shekharapp The Validation Gap Nobody Budgets For Your team has...
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AI UX Design for Enterprise Applications: A Practical Framework
Stop adding AI. Start reshaping the experience. For thirty years, enterprise software has run on one bargain. The user learns the system and does the work by hand, task after task, screen after...
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ETL Validation Framework: How to Cut Data Reconciliation Time by 67% (Without...
How modern ETL validation framework are redefining data confidence, making pipelines trustworthy and auditable, and quick enough that teams actually bother running them. Envision the following...
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Microsoft 365 E7 Explained: What It Bundles, and Why Licensing Alone Won’t...
What is the gap between AI adoption and AI value? McKinsey’s 2025 State of AI survey found a clear gap between adopting AI and generating measurable business value from it. While 88 percent of...
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Tableau Server Architecture Explained: How Enterprise Dashboards Really Work
A dashboard in Tableau appears simple when viewed in a browser. Before becoming visible to the end-user, many things happen in the background. In an enterprise-level environment, dashboard data comes...
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Power BI Testing Guide: From Data Validation to Report Accuracy
Data quality and report quality get treated as the same problem more often than not, and that’s usually where trouble starts. A dashboard can be built on flawless data and still mislead someone...
View ArticleAI UX Patterns: When to use Chat vs Dashboard vs Automation
Over the last few years, I have worked on many AI solutions across different domains such as health care, HR, project management, customer support, and finance. One thing I have noticed is that when...
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MCP Powered Testing: Turning Requirements into Automated Test Suites
In modern Agile and DevOps environments, speed is everything. Yet, one bottleneck continues to slow teams down: “Converting business requirements into reliable, maintainable automation test suites.”...
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AI Agent Governance: How Microsoft Agent 365 Closes the Gap
AI agent governance is becoming the defining challenge of enterprise AI adoption, and Microsoft Agent 365 is emerging as the platform built to address it. Enterprises are deploying agents faster than...
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SQL Server to Microsoft Fabric Migration
Why Your Path to Microsoft Fabric Matters More Than the Deadline Most organizations treat the SQL Server 2016 end-of-support deadline as a compliance problem. Patch the risk, move on. That instinct is...
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How to Monitor AWS SES Identity Status with Real-Time Alerts
Monitoring is a key part of any application. Whether it goes down or recovers, we need to be notified. Specifically, for applications hosted in AWS that send emails through AWS-managed services like...
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From UX to AI UX: Redefining the Design Process for Intelligence
The rise of AI does not replace traditional UX – it can bring out its boundaries. For many years, UX processes have been optimized for deterministic systems: understanding end users, scenarios,...
View ArticleThe 30% Problem: How Agentic FinOps Eliminates Cloud Waste Before It Becomes...
The majority of organizations only become aware of their cloud overspending when they receive their bill, meaning money is wasted. The Agentic FinOps process helps organizations avoid wasting funds by...
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Agentic AI in Healthcare: Why Most Deployments Never Make It Past the Pilot
Healthcare has good reasons to be cautious with new technology. The cost of getting it wrong isn’t a failed quarter. It’s a patient who didn’t get the follow-up they needed. A clinician who hit a wall...
View ArticleFigma to Code with GitHub Copilot: Turn Designs into Code Faster
As a UX Designer, I see GitHub Copilot as more than a coding tool. It can act as a bridge between design and development. When Figma designs are built with reusable components, design tokens, and Auto...
View ArticleBeyond Playwright Basics
Implementations, customizations, and code patterns that make Playwright valuable in real QA systems Most Playwright articles repeat the same talking points: auto-waiting, cross-browser support,...
View ArticleThe Role of Invisible UX in Healthcare
Clinicians generally aren’t seeking improved communication technology interfaces. They’re after things that don’t impede the flow of patient care. I was treating this at the UX design stage of a...
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