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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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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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CNCF Survey Surfaces Widespread Adoption of Kubernetes Clusters

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