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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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From Experimentation to Production: Why Inference Is the Defining Layer of AI
4 June 2026
From Experimentation to Production: Why Inference Is the Defining Layer of AI
Observability Comes of Age: Why 2026 Is the Turning Point
1 June 2026
Observability Comes of Age: Why 2026 Is the Turning Point
Disconnected tools create disconnected teams.
28 May 2026
Disconnected tools create disconnected teams.
From Weeks to Minutes: A Practical Blueprint for Simplified Data Integration and Access
28 May 2026
From Weeks to Minutes: A Practical Blueprint for Simplified Data Integration and Access
35 Million Lines, Zero Build-Breakers: How Adyen Scaled DevSecOps
23 June 2026
35 Million Lines, Zero Build-Breakers: How Adyen Scaled DevSecOps
How to Conduct AI-Native Bug Discovery & Triage
18 June 2026
How to Conduct AI-Native Bug Discovery & Triage
Toxic Flows: When Your Agent Skill Becomes a Supply Chain Attack
18 June 2026
Toxic Flows: When Your Agent Skill Becomes a Supply Chain Attack

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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

Deloitte Partners with Memcyco to Combat ATO and Other Online Attacks with Real-Time Digital Impersonation Protection Solutions

Deloitte Partners with Memcyco to Combat ATO and Other Online Attacks with Real-Time Digital Impersonation Protection Solutions

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MOST READ

Kubernetes v1.36 Promotes Stability, Compatibility & Reproducibility

April 22, 2026

Report: Utilization of Kubernetes Infrastructure Remains Abysmal

April 21, 2026

Solo.io Extends kagent Runtime to NemoClaw Governance Framework for AI Agents

May 8, 2026

AWS Drives Kubernetes Simplification With EKS Hybrid Nodes Gateway

May 4, 2026

Trilio Extends Disaster Recovery Reach to Red Hat OpenShift Virtualization

May 7, 2026

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Together, Edera and Minimus Claim They Can Protect Your Software From AI Hackers

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