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Research library

Articles, reports, and expert-backed analysis.

Browse published analysis from ExpertStack authors and reviewers.

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Software Engineering

Building Reliable AI Features Without Shipping Chaos

AI features are easy to demo and hard to operate. The gap usually has nothing to do with model quality alone. It comes from missing evaluation, unclear ownership, weak rollback paths, and product teams treating prompts like static copy instead of production logic.

Jun 8, 20263 min readAnant Testing
Software Engineering

CI/CD Pipelines for Large Teams: How to Keep Velocity Without Breaking the Build

Large teams need CI/CD that ships fast without breaking the build. Learn how to balance delivery velocity with pipeline reliability across parallel feature work and complex products.

Aug 28, 20253 min readSumit Saha
Software Engineering

Breaking Language Barriers in Podcasts with OpenAI-Powered Localization

Learn how a Kotlin-based data science pipeline powered by OpenAI Whisper, GPT-4o, and TTS-1 automates podcast localization, delivering seamless translation, speech synthesis, and multilingual content delivery while preserving the original tone and user experience.

Jul 2, 20256 min readRustam Musin
Software Engineering

15 Best Practices for Code Review in Product Engineering Teams

Fifteen practical code review habits for product engineering teams—from self-review and small PRs to clear feedback and security checks—that raise quality, spread knowledge, and keep delivery moving.

Jun 2, 202515 min readEditorial Team
Software Engineering

Observability at Scale

Large-scale systems need more than alerts. Observability turns logs, metrics, and traces into actionable insight so teams can diagnose failures and keep distributed infrastructure reliable under real load.

Apr 28, 20256 min readMuhammad Ahmad Saeed
Software Engineering

The Role of Digital Twins in Building the Next Generation of Data Centers

As data centers grow more complex, digital twins offer a virtual replica of physical infrastructure—enabling real-time monitoring, predictive maintenance, and smarter design for next-generation facilities.

Mar 4, 20258 min readAleksandr Karavanin
Software Engineering

How scam HR can run virus on your PC

Fake HR recruiters are tricking job seekers into running malware on their own PCs during sham remote interviews. Here's how the scam works and how to stay safe.

Dec 5, 20244 min readAkim Mamedov
Software Engineering

Learning SwiftUI as a Designer. A guide

Recently, I have received many messages from fellow designers about transitioning from static design tools to creating a real iOS app using SwiftUI. In this article, I will describe my journey, sharing my favourite resources, practical tips, and the best tools for designers who want to master the framework and release their apps.

Jul 24, 20246 min readOleksandr Shatov
Software Engineering

Optimizing Android for Scale: Storage Strategies for Modern Mobile Ecosystems

Android's fixed storage and global, multi-team development make data management a scaling bottleneck. Practical strategies for caching, media, and on-device performance.

Jul 22, 20249 min readParth Menon
Software Engineering

Transitioning from Internal Tooling to Mobile Development

Transitioning from in-house tools to mobile app development opens the door to creating custom apps with broader reach and better career prospects. This article outlines the key technical, design, and architectural differences between these two fields, highlighting the necessary skills, common challenges, and emerging technologies that will help developers successfully transition to modern mobile app development.

Jul 9, 202413 min readMaksim Lykov
Software Engineering

Mobile Development Trends to Follow in 2024

The mobile development industry witnessed tremendous innovations and shifts in the year 2023. The implementation of new programming languages and libraries, as well as the introduction of new tools and technologies, results in rapid growth in mobile development. Looking into 2024, the mobile development sector will be influenced by these several trends. Here’s what technologies to focus on, what will be in demand, and what developers need to monitor.

Jan 9, 20247 min readEditorial Team
Software Engineering

Demystifying Geospatial Data: Tracking, Geofencing, and Driving Patterns

How geospatial coordinates, Haversine distance, geofences, and driving-behavior metrics power location-aware systems—from delivery tracking and fleet ops to campus security.

Nov 9, 20234 min readMuhammad Rizwan