Systems | Development | Analytics | API | Testing

Designing scalable OTA update architecture for React Native

Self-hosting OTA updates became common after App Center and CodePush shut down in 2025. CodePush had been the popular free option, but the remaining hosted services easily hitting five or six figure bills for popular apps. For staging-only or use with small user bases, self-hosting is fairly straight forwards. But, as the user base grows, the architecture can start to struggle and bolt on pieces are required.

Stop Cloud Complexity: Extending the Cloud Experience Anywhere

Today’s enterprises face immense pressure: scaling fast, staying compliant, and unlocking AI-driven insights—all while fighting siloed data and growing cloud complexity. There is a better way forward, and it starts with Cloudera’s vision for the cloud experience anywhere. Cloudera is the only data and AI platform that delivers the cloud experience anywhere—public clouds, data centers, and the edge—bringing unified security, governance, and control to data wherever it resides. Access 100% of your data for AI-driven insights and future-proof—not just modernize–your enterprise data strategy.

Get more control over AI Test Case Generation in Xray

Writing Tests from Requirements often starts with the same decision: how many scenarios does this change actually need? The number of Tests needed for a Requirement depends on the behavior it describes. A small change may require only a few Tests, while a feature with several acceptance criteria, user roles, and possible outcomes may need a broader set. AI Test Case Generation in Xray now lets testers account for that difference before generation begins.

Utility API & AI Security: Exposing Data Without Exposing Control

Every utility is being pulled in two directions. Operations, engineering, and customer-facing teams all want data in modern applications: outage maps, field-service apps, asset-health dashboards, regulator reporting, and increasingly AI assistants that can answer questions about generation, load, or maintenance history. At the same time, the security team's job is to make sure none of that convenience becomes a path into systems that open spillway gates, trip breakers, or control pressure.

BigQuery MCP Server: Connect Google BigQuery to AI Agents Safely

A BigQuery MCP server lets AI agents like Claude query your Google BigQuery data through a standard protocol instead of ad-hoc integrations. Because BigQuery bills by bytes scanned, an unconstrained agent is not just a security risk but a budget risk: one careless full-table scan on a wide table costs real money. This guide covers what a BigQuery MCP server does, the three ways to set one up, and the cost and security controls that matter before you let an agent anywhere near your analytics data.

Android App Crashes: Causes, Detection, and Fixes

Android app crashes will cost us users and damage our Play Store ranking. To prevent them from happening, we need to understand the most frequent causes of crashes, read the stack trace effectively, and have plans for common painpoints such as null values. This article will give you the tools to do that.

How Perforce Built an AI Agent Orchestrator for Code Review, QA, and Bug Fixes

In April 2026, when our Perforce engineering team was introduced to Claude, my team didn't jump straight into using it. We sat down, mapped our entire development lifecycle, and asked one focused question: Where does AI create the highest impact for us, specifically?

AI-Driven Cross-Platform Testing: A Smarter Path for Enterprise QA

Testing across web, mobile, and performance layers has become one of the hardest problems in enterprise software delivery. Teams juggle fragile scripts, siloed tools, and mounting maintenance work that slows every release. AI cross-platform testing changes that equation, and Perforce Autonomous Testing puts it within reach. In this post, you will learn what AI-driven cross-platform testing is, why it matters for QA leaders, and how Perforce Autonomous Testing works from setup to execution.

How to Repair Corrupted or Broken Photos Online for Free

In today's digital world, capturing images has become a crucial task in our lives. Sometimes the pictures we take do not turn out right, and they appear corrupted or broken. If a picture is damaged, it will look strange, like it is all grey or the colours are wrong. Luckily, several photo repair methods are available to fix pictures that are damaged.