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Developer Advocate at Middleware.io with a great passion for building communities around DevOps and Observability.

Unlocking Kubernetes Chaos: AI Anomaly Detection That Slays MTTR

Unlocking Kubernetes Chaos: AI Anomaly Detection That Slays MTTR

Kubernetes environments face constant threats from failures, spikes and hidden anomalies that spike downtime and mean time to recovery (MTTR). This blog explores fusing chaos engineering with AI anomaly detection for building ...
Neel Shah | January 6, 2026 | AI, chaos engineering, kubernetes, MTTR
Overcoming Cloud-Native Observability Challenges: Dealing With High Data Volume and Dynamic Environments

Overcoming Cloud-Native Observability Challenges: Dealing With High Data Volume and Dynamic Environments

In today’s fast-paced digital world, companies are increasingly relying on cloud-based architectures to deliver flexible and scalable applications. However, with this transformation comes a complex challenge: Monitoring and managing these highly dynamic ...
Neel Shah | December 17, 2025 | cloud native, monitoring, observability, telemetry data
Kubernetes, observability, tracing, kubernetes observability, Grafana labs, kubernetes, observe, tool, Datadog, data, observability, kubernetes Docker Granulate observability

Cost-Aware Observability on K8s: Balancing Scrape Intervals, Retention and Cardinality

Learn how to optimize Kubernetes observability with cost-efficient scrape intervals, retention policies and cardinality control using Prometheus, Thanos and Cortex ...
Neel Shah | December 3, 2025 | cloud-native observability, Cortex long-term storage, cost-aware Kubernetes observability, efficient metric storage, high cardinality metrics, Kubernetes cost optimization, Kubernetes logging and tracing, Kubernetes metrics management, Kubernetes monitoring optimization, Kubernetes performance monitoring, Kubernetes SRE practices, low-cost monitoring, metric cardinality reduction, metric retention policies, observability best practices, Prometheus cost control, Prometheus relabel configs, Prometheus scrape intervals, scrape interval tuning, Thanos downsampling
Observability for Microservices vs Monoliths: Strategies that Worked in 2025

Observability for Microservices vs Monoliths: Strategies that Worked in 2025

Learn how observability strategies differ between monolithic and microservice architectures. Explore challenges, best practices and tooling for DevOps and SRE teams in 2025 ...
Neel Shah | November 20, 2025 | AI-driven observability, centralized logging, DevOps observability strategies, distributed tracing, dynamic infrastructure observability, Grafana Honeycomb Middleware, microservices monitoring, microservices vs monoliths, monolith performance monitoring, observability, observability tools 2025, OpenTelemetry, scalable telemetry ingestion, service metrics, smart alerting, SRE best practices, telemetry data, tracing context propagation
Best Practices for Monitoring Your Kubernetes Applications

Best Practices for Monitoring Your Kubernetes Applications

Kubernetes has become the backbone of modern cloud-native applications, offering unique flexibility and scalability. However, with its complexity, there are significant challenges in maintaining visibility of the health and performance of Kubernetes ...
Neel Shah | September 5, 2025 | Kubernetes monitoring, observability
serverless, cloud, metrics, logs, traces, monitoring,

Serverless Monitoring Best Practices 

Serverless monitoring demands a new approach, combining structured logs, meaningful metrics and distributed traces with advanced cost controls and automation to keep applications fast, resilient and efficient ...
Neel Shah | August 8, 2025 | cloud, devops, monitoring, observability, serverless
microservices, opentelemetry, data, Grafana, OpenTelemetry Argo NeuVector Extends Red Hat OpenShift Availability

Leveraging OpenTelemetry for End-to-End Tracing in Microservices

OpenTelemetry provides a powerful and flexible approach to understanding, troubleshooting and optimizing applications in microservices architectures ...
Neel Shah | June 25, 2025 | microservices, OpenTelemetry

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Closing the Cloud Security Gap With Runtime Protection
25 March 2026
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Run and Scale Agentic AI Applications in Production
7 April 2026
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1 April 2026
AI’s Real Impact: From Developer Tools to Organizational Outcomes
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Run and Scale Agentic AI Applications in Production
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Closing the Cloud Security Gap With Runtime Protection
25 March 2026
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ThreatHunter.ai Halts Hundreds of Attacks in the past 48 hours: Combating Ransomware and Nation-State Cyber Threats Head-On

ThreatHunter.ai Halts Hundreds of Attacks in the past 48 hours: Combating Ransomware and Nation-State Cyber Threats Head-On

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MOST READ

Gas Town: What Kubernetes for AI Coding Agents Actually Looks Like

February 16, 2026

CNCF Chief: AI Inference Will Drive Increased Cloud Native Software Consumption

February 13, 2026

Red Hat Makes Available Supported Version of Podman Desktop Tool for Containers

February 18, 2026

Together AI Adds Container Inference to Managed Service for AI Models

February 12, 2026

Chainguard Dashboard Provides Visibility into Pipeline for Creating Secure Container Images

February 12, 2026

RECENT POSTS

Software Supply Chain Security: Why 99% of Your Container is Mystery Code
Contributed Content KubeCon + CloudNativeCon Europe 2026 Kubernetes Social - Facebook Social - LinkedIn Social - X 

Software Supply Chain Security: Why 99% of Your Container is Mystery Code

March 10, 2026 Jeroen van Erp 0
Beyond the Green Checkmark: Using Formal Verification to Stop ArgoCD Drift 
Cloud-Native Development Contributed Content GitOps Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

Beyond the Green Checkmark: Using Formal Verification to Stop ArgoCD Drift 

March 10, 2026 Pavan Madduri 0
Why IDPs are the Only Way to Scale Kubernetes Beyond Experts 
Features Kubernetes Platform Engineering Social - Facebook Social - LinkedIn Social - X Topics 

Why IDPs are the Only Way to Scale Kubernetes Beyond Experts 

March 10, 2026 Nathan Eddy 0
Enterprise Kubernetes Isn’t a Cluster. It’s a Platform and a Supply Chain. 
Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

Enterprise Kubernetes Isn’t a Cluster. It’s a Platform and a Supply Chain. 

March 6, 2026 Dan Ciruli 0
Navigating the Ingress NGINX Sunset: Four Migration Strategies and How to Choose
Container Networking Contributed Content Social - Facebook Social - LinkedIn Social - X 

Navigating the Ingress NGINX Sunset: Four Migration Strategies and How to Choose

March 6, 2026 Emile Vauge 0
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