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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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Migrating Apache Solr Workloads to Amazon OpenSearch Service
29 September 2026
Migrating Apache Solr Workloads to Amazon OpenSearch Service
Modernize for the AI Era
16 September 2026
Modernize for the AI Era
The Strategic Imperative: Embracing Agentic B2B Selling
8 September 2026
The Strategic Imperative: Embracing Agentic B2B Selling

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Practitioner Perspective: Achieving Fine-Grained Control for Data and AI on the Endpoint
20 October 2026
Practitioner Perspective: Achieving Fine-Grained Control for Data and AI on the Endpoint
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
1 October 2026
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
Closing the Loop on AI Coders: 3,200 Vulns Fixed with Zero Human Triage
1 October 2026
Closing the Loop on AI Coders: 3,200 Vulns Fixed with Zero Human Triage

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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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NVIDIA Is Putting Real Skin in the Open AI Game

July 28, 2026

Kubernetes Key Management Streamlined by HashiCorp Vault Plug-In

August 6, 2026

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Kubernetes Key Management Streamlined by HashiCorp Vault Plug-In
Cloud-Native Security Features Social - Facebook Social - LinkedIn Social - X 

Kubernetes Key Management Streamlined by HashiCorp Vault Plug-In

August 6, 2026 Joab Jackson 0
The Telemetry Debt Crisis: Why Cloud-Native Teams are Optimizing the Wrong Metric
Contributed Content Social - Facebook Social - LinkedIn Social - X 

The Telemetry Debt Crisis: Why Cloud-Native Teams are Optimizing the Wrong Metric

August 5, 2026 David Iyanu Jonathan 0
A Green Kubernetes Deployment Does Not Mean a Healthy Application
Cloud-Native Platforms Contributed Content Kubernetes Platform Engineering Social - Facebook Social - LinkedIn Social - X 

A Green Kubernetes Deployment Does Not Mean a Healthy Application

July 30, 2026 Sai Joshitha Kathari 0
NVIDIA Is Putting Real Skin in the Open AI Game
Features News Social - Facebook Social - LinkedIn Social - X 

NVIDIA Is Putting Real Skin in the Open AI Game

July 28, 2026 Alan Shimel 0
Container Runtime Security in Kubernetes: What Teams Overlook
Cloud-Native Security Contributed Content Kubernetes Security Social - Facebook Social - LinkedIn Social - X 

Container Runtime Security in Kubernetes: What Teams Overlook

July 27, 2026 Sean Roth Comments Off on Container Runtime Security in Kubernetes: What Teams Overlook
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