Systems | Development | Analytics | API | Testing

Terraform Cloud - A Complete Overview, Key Features & Getting Started Guide

Over the past decade, the way organizations manage infrastructure has fundamentally changed. Static, manually provisioned resources have given way to dynamic, code-driven environments. Today, Infrastructure as Code (IaC) is the standard approach - but running it securely and efficiently at scale brings its own set of challenges: state management, access control, policy enforcement, and configuration drift are just a few.

From Traffic Context to Confirmed Fix in 3 Minutes

We’ve been building an AI agent that can take a production bug, find the root cause in captured traffic, write a fix, and validate it before a human reviews it. We call it Agent Factory. Last week we ran it on ourselves, against a real bug in our own production service. The first thing we did was get the workflow wrong.

Anatomy of the AI Software Factory: The Context Layer

This is Part 2 of the AI Software Factory series. In Part 1, we established that the Agile methodology is buckling under the weight of “elastic code.” When AI agents can generate functionality in seconds, two-week sprints and manual task management become organizational bottlenecks. We introduced the concept of the AI Software Factory: a shift from managing human tasks to managing business intent through a “Funnel of Increasing Trust.” But a factory requires infrastructure.

The "Free" AI Tool That Will Ruin Your Code#speedscale #aiagents #aicoding #devops #softwareengineer

Relying on AI and interns to build custom traffic replay tools is a scalability nightmare that introduces security risks, brittle code, and massive maintenance costs...use Speedscale instead. Learn more: speedscale.com.

How to fix bad update experiences due to defaults in CodePush

CodePush is a great way to ship over-the-air (OTA) updates, avoid app store approval delays, and roll out changes cautiously. Even though App Center has closed down, there are many options available to get started with CodePush. But some of the default settings can create undesirable behaviors, leaving teams wrongly thinking CodePush causes a bad user experience.