News
Why Observability Needs an AI On-Call Engineer
Modern observability tools detect outages quickly but rarely explain their root causes. Engineers still spend hours correlating da...
Re-thinking DevOps Practices to Handle Accelerating Dev Throughput
Gitflow can be a great development approach, but it can't keep up with the throughput of pull requests. "Continvoucly morging" bre...
MCP is Already Dying
The AI industry is building JSON layers to replace a fifty-year-old abstraction that already works. Here is what gets lost in the...
Kill Heroes, Build Systems and Processes
In fast-paced environments, we often create “Hero”es. Hero is a person who pulls all-nighter to fix broken systems. Relying on her...
It's Not Kubernetes. It Never Was.
Kubernetes didn’t make systems complex — organizational scale did. As companies expand across teams, regions, and clouds, infrastr...
A Vibe Coder’s Guide to Deployment using a PaaS
Vibe coding is about momentum. You open your editor, prompt an AI, stitch pieces together, and suddenly you have something that wo...
From DevOps to Platform Engineering How Shift Left Practices Enable AI Ready Ent...
While DevOps brought freedom, it eventually overwhelmed developers with cloud complexity and "Shift Left" burdens. Platform Engine...
How AI-Native Engineering Boosts Your App’s Scalability
AI-native engineering turns scalability from an operational burden into a built-in system capability. Instead of reacting after pe...
Learn Kubernetes from Scratch (Without the Hype)
Who is this for? Someone who has never touched Kubernetes but wants to understand it well enough to discuss it confidently and eve...
Top 10 Golang Bugs to Spot Fast in Code Reviews
Common Golang code bugs to point out quickly during code reviews.
Why Prometheus and OpenTelemetry Finally Joined Forces
Discover how Prometheus 3.0 and OpenTelemetry ended years of technical friction to create a unified observability standard for mod...
When Your Metrics Lie: The Illusion of Observability
Green dashboards don't mean healthy users. Most teams monitor infrastructure (CPU, memory, disk) instead of outcomes (checkout suc...
