Multi-Model AI Debate: The New Way to Design Software Systems
Most developers use AI for system design in the weakest possible way: They ask one model for one architecture. That […]
From Alerts to Intelligence: Building a Production Self-Healing System for Port-Down Failures
Big, distributed computing systems seldom have visible failures. Most of them start without any bang, frequently with a health-check disconnection,
GitHub Copilot Bills Hit $800: Visual Studio’s June Update Adds Real-Time Usage Alerts and MCP Trust Checks
Microsoft’s June Stable Channel update for Visual Studio landed on two things developers have been asking for all year: A
Developing Real-Time Event Processing With Micronaut and Kafka Streams: A Step-by-Step Guide
Real-time data processing is paramount in many modern applications across multiple domains, from monitoring financial transactions to analytics on IoT
Why AI-Driven Devops is Exposing the Limits of Traditional Toolchains and What Comes Next for Engineering Teams in 2026
Modern software delivery has crossed a threshold where speed is no longer the differentiator, but a stress test for the
Building CI/CD Pipelines for On-Prem Azure DevOps: What the Cloud Docs Don’t Tell You
When I took on the job of designing and building CI/CD pipelines for a project running Azure DevOps Server on-prem,
Self-Healing Infrastructure With Cognitive Automation: How LLMs and Ansible Transform Middleware Reliability
Infrastructure reliability has always been central to enterprise success, yet traditional automation methods often fall short in handling complex, dynamic
Automating cross-repo documentation with GitHub Agentic Workflows
“Where are the docs?” It’s a question nobody on a product team enjoys answering. The honest reply is usually some
Former GitHub CEO Unveils Distributed Git Network Built for AI Coding Agents
As AI coding agents become a larger part of software development, a new startup founded by former GitHub CEO Thomas
Pentagon Campaign Seeks Engineers for Defense AI and Software Modernization
The Pentagon has announced the launch of War Force, a recruiting campaign for software engineers whose work would support multiple