Systems | Development | Analytics | API | Testing

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.

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.

Node.js Upgrade: 5 Things That Can Break Before You Migrate

Updating Node.js can be as simple as installing a new version. But a safe Node.js upgrade is more than changing the number returned by node -v. A major release can affect dependencies, native addons, Node.js APIs, OpenSSL, build environments, and runtime behavior. Before changing the runtime, the first question should be.

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.

Free Satellite Imagery for Machine Learning and Big Data Pipelines

The expansion of public satellite fleets has turned Earth observation into a true Big Data playground. What once required dedicated GIS servers can now be handled by cloud tools that pull fresh imagery continuously without breaking project budgets. This sudden abundance of open rasters completely changes how products get built. Having steady access to free satellite data for download and analysis allows engineering teams to test new ideas, train computer vision models, and scale geographic coverage fast, without paying a cent for raw image feeds.

From Telemetry to Traffic

A metric says latency increased. A log says a request failed. A trace identifies the slow dependency. An APM agent points to the method. Manual instrumentation explains the business operation. Traffic capture shows the exact request and response that triggered it. Each layer answers a question the previous layer could not. Each also introduces a new cost, blind spot, and failure mode.