Tag: technical blog

The Software Environment Types: Death by a Thousand Deployments

“Your code doesn’t just ship — it survives a gauntlet of digital Darwinism where only the fittest features reach users.”

How One PostgreSQL Version Mismatch Cost a Fortune 500 Company $4.7 Million
TL; DR — When Simple Becomes Catastrophic

Last month, two digits in a database version number brought at a Fortune 500 company a production outage that cost $4.7 million in lost revenue. The root cause? Their staging environment was running on PostgreSQL 13 while production was on PostgreSQL 15. A simple version mismatch became a career-ending incident.
This isn’t just another “environments matter” story. This is about the invisible architecture of trust that separates unicorn startups from digital graveyards.

Continue reading “The Software Environment Types: Death by a Thousand Deployments”

Implementing Supervisor Process Monitoring with Open Telemetry

In this blog, I’ll Walk you through how I set up a custom monitoring system for Supervisor-managed processes like Nginx and Apache2, this setup will allow you to track the health and performance of processes running under Supervisor in real time.  Continue reading “Implementing Supervisor Process Monitoring with Open Telemetry”

Redis Observability with Open Telemetry

Redis is a cornerstone of many modern applications, valued for its high speed and flexibility. However, Redis systems are not “set-and-forget.” Maintaining operational excellence requires careful monitoring of critical metrics to detect early signs of performance degradation, resource exhaustion, or failures. 

In this blog, we learn how to monitor Redis directly using Open Telemetry Collector’s Redis receiver, without relying on a separate Redis Exporter. 

Continue reading “Redis Observability with Open Telemetry”

OpenCost: Solving Kubernetes Cost Visibility Problems

Managing costs in a Kubernetes environment is a significant challenge. As Kubernetes workloads scale, the cost distribution becomes more complex, especially for teams managing multi-cloud clusters. Kubernetes cost visibility or the ability to track where and how resources are consumed  is crucial for effective budgeting and resource optimization. Unfortunately, many Kubernetes cost monitoring tools fall short when it comes to offering real-time, granular visibility. This is where OpenCost shines, solving the cost visibility problem where other tools, like Kubecost, struggle.  Continue reading “OpenCost: Solving Kubernetes Cost Visibility Problems”

Transformers: AI’s Ultimate Superpower

Are you ready to dive into the world of Transformers — not the robots, but the game-changing AI models that are revolutionizing everything from chatbots to deep learning?

Are you ready to dive into the world of Transformers — not the robots, but the game-changing AI models that are revolutionizing everything from chatbots to deep learning? Imagine Doctor Strange reading every possible future in an instant — that’s what Transformers do with language! Let’s embark on this adventure and break it all down in a way that won’t put you to sleep.

Continue reading “Transformers: AI’s Ultimate Superpower”