MCP and The Spin-Off CoT Pattern: How AI Agents Really Use Tools
uttu Why MCP Is the Missing Piece in the AI Tool Integration Puzzle I’ve read many articles explaining what…
Software
Why Traditional CI/CD Falls Short for Cloud Infrastructure
For years, CI/CD pipelines have been the gold standard for software delivery—fast, repeatable, and reliable. But when it…
How We Broke the Monolith (and Kept Our Sanity): Lessons From Moving to Microservices
If you’ve ever been nervous about deploying code on a Friday, trust me — you’re not alone. A…
Advanced gRPC in Microservices: Hard-Won Insights and Best Practices
Building microservices at scale often means pushing beyond the basics of gRPC. Many teams adopt gRPC for its…
Building V1 Gen-AI Products at Scale: Technical Product Patterns That Work
Shipping the first version of the Gen-AI product is not only a technical problem but a systems-level event.…
Designing Microservices Architecture With a Custom Spring Boot Starter and Auto-Configuration Framework
Spring Boot has Java development with its embedded servers, auto-configuration, and convention-over-configuration philosophy. Among its many features, one…
How to Troubleshoot Common Linux VPS Issues: CPU, Memory, Disk Usage
Linux, for its reputation of stability, security, and efficiency, several of the internet is hosted on Linux-based cloud…
The Evolution of Software Integration: How MCP Is Reshaping AI Development Beyond Traditional APIs
As software engineers, we’ve spent years mastering the art of API integration. We’ve wrestled with REST endpoints, debugged…
Leveraging AI: A Path to Senior Engineering Positions
As I sit here, reflecting on my past experiences as a software engineer, I am reminded of the…
The Shift to Open Industrial IoT Architectures With Data Streaming
Operational Technology (OT) has traditionally relied on legacy middleware to connect industrial systems, manage data flows, and integrate…