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Build an AWS Cost Anomaly Agent: Explain Bill Spikes with Cost Explorer and CloudTrail

Build an AWS Cost Anomaly Agent: Explain Bill Spikes with Cost Explorer and CloudTrail

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9 min read
Nginx Reverse Proxy: Performance Tuning and Advanced Configuration

Nginx Reverse Proxy: Performance Tuning and Advanced Configuration

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5 min read
Build a Backstage MCP Server: Service Ownership, On-Call, and Blast Radius for AI Incident Agents

Build a Backstage MCP Server: Service Ownership, On-Call, and Blast Radius for AI Incident Agents

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10 min read
SLO, SLI, SLA Explained: A Practical Guide with Real Examples

SLO, SLI, SLA Explained: A Practical Guide with Real Examples

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6 min read
Build a Network Policy Agent: Generate Kubernetes NetworkPolicies from Hubble Flows Without Breaking Prod

Build a Network Policy Agent: Generate Kubernetes NetworkPolicies from Hubble Flows Without Breaking Prod

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10 min read
Production Kubernetes Monitoring: Prometheus + Grafana Setup That Actually Works

Production Kubernetes Monitoring: Prometheus + Grafana Setup That Actually Works

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5 min read
Build a Chaos Engineering Agent: LLM-Proposed Chaos Mesh Experiments, Gated by SLOs

Build a Chaos Engineering Agent: LLM-Proposed Chaos Mesh Experiments, Gated by SLOs

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9 min read
Harness AI Agents for DevOps: What They Do and How to Use Them (2026)

Harness AI Agents for DevOps: What They Do and How to Use Them (2026)

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7 min read
Build a Kubernetes Capacity Planning Agent: Forecast Node, PVC, and Quota Exhaustion Before Pods Go Pending

Build a Kubernetes Capacity Planning Agent: Forecast Node, PVC, and Quota Exhaustion Before Pods Go Pending

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9 min read
SLI/SLO Implementation Guide with Prometheus & Grafana

SLI/SLO Implementation Guide with Prometheus & Grafana

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7 min read
Build an Argo CD MCP Server: Safe GitOps Status, Diff, and Rollback for AI Agents

Build an Argo CD MCP Server: Safe GitOps Status, Diff, and Rollback for AI Agents

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10 min read
Helm Chart Best Practices: Structure, Values, and Testing (2026)

Helm Chart Best Practices: Structure, Values, and Testing (2026)

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6 min read
Kubernetes Node NotReady: How to Debug and Fix It

Kubernetes Node NotReady: How to Debug and Fix It

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7 min read
Platform Engineering Explained: Building an Internal Developer Platform

Platform Engineering Explained: Building an Internal Developer Platform

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6 min read
Kubernetes RBAC for AI Agents: Least-Privilege ServiceAccounts Done Right

Kubernetes RBAC for AI Agents: Least-Privilege ServiceAccounts Done Right

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8 min read
PostgreSQL Performance Tuning: Fix Slow Queries in Production Without Downtime

PostgreSQL Performance Tuning: Fix Slow Queries in Production Without Downtime

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7 min read
Build an On-Call Handoff Agent: Shift Summaries That Don't Drop Context

Build an On-Call Handoff Agent: Shift Summaries That Don't Drop Context

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7 min read
Kubernetes Cost Optimization: How I Cut Cloud Bills by 60% Without Sacrificing Uptime

Kubernetes Cost Optimization: How I Cut Cloud Bills by 60% Without Sacrificing Uptime

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7 min read
Build a Postgres MCP Server: Safe Database Diagnostics for AI Agents

Build a Postgres MCP Server: Safe Database Diagnostics for AI Agents

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7 min read
5 Terraform Patterns That Cut My AWS Bill by 40%

5 Terraform Patterns That Cut My AWS Bill by 40%

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7 min read
Build a Tempo MCP Server: Safe Trace Analysis for AI Agents

Build a Tempo MCP Server: Safe Trace Analysis for AI Agents

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7 min read
Dagger CI/CD: The Future of Pipeline Development (Hands-On Tutorial)

Dagger CI/CD: The Future of Pipeline Development (Hands-On Tutorial)

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7 min read
Kubernetes Pod Evicted: How to Debug and Fix It

Kubernetes Pod Evicted: How to Debug and Fix It

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7 min read
Docker Compose vs Kubernetes: When to Use What (2026 Guide)

Docker Compose vs Kubernetes: When to Use What (2026 Guide)

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7 min read
The MCP Gateway Pattern: One Front Door for All Your Ops AI Agents

The MCP Gateway Pattern: One Front Door for All Your Ops AI Agents

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6 min read
Build an Error Budget Agent: SLO Burn-Rate Triage That Ends the Spreadsheet

Build an Error Budget Agent: SLO Burn-Rate Triage That Ends the Spreadsheet

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7 min read
Build a Kubernetes Upgrade Readiness Agent: Deprecated APIs, Add-on Checks, and a Migration PR

Build a Kubernetes Upgrade Readiness Agent: Deprecated APIs, Add-on Checks, and a Migration PR

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7 min read
Build a Terraform Drift Detection Agent: Catch Manual Changes Before They Bite

Build a Terraform Drift Detection Agent: Catch Manual Changes Before They Bite

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7 min read
Build a CVE Triage Agent: Turn Noisy Container Scans into a Ranked Fix List

Build a CVE Triage Agent: Turn Noisy Container Scans into a Ranked Fix List

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8 min read
LLM Inference Cost on Kubernetes: How to Cut Your Cost per Token

LLM Inference Cost on Kubernetes: How to Cut Your Cost per Token

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7 min read
Build a Canary Analysis Agent: An LLM Judge for Argo Rollouts Promotions

Build a Canary Analysis Agent: An LLM Judge for Argo Rollouts Promotions

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8 min read
Shadow Mode for DevOps AI Agents: Earn Trust on Real Incidents Before Write Access

Shadow Mode for DevOps AI Agents: Earn Trust on Real Incidents Before Write Access

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7 min read
Kubernetes Cost Allocation Per Namespace: Showback That Teams Actually Trust

Kubernetes Cost Allocation Per Namespace: Showback That Teams Actually Trust

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7 min read
Secrets Management for DevOps AI Agents: Credentials Without Leaks

Secrets Management for DevOps AI Agents: Credentials Without Leaks

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7 min read
GitOps for AI Agents: Make Your Agent Open Pull Requests, Not Run kubectl

GitOps for AI Agents: Make Your Agent Open Pull Requests, Not Run kubectl

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7 min read
Incident Memory for On-Call AI Agents: Stop Re-Diagnosing the Same Outage

Incident Memory for On-Call AI Agents: Stop Re-Diagnosing the Same Outage

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7 min read
Kubernetes Pod Stuck in Terminating: How to Debug and Fix It

Kubernetes Pod Stuck in Terminating: How to Debug and Fix It

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7 min read
Build an AI Postmortem Agent: From Raw Incident Timeline to Blameless Draft

Build an AI Postmortem Agent: From Raw Incident Timeline to Blameless Draft

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7 min read
Build an Alertmanager MCP Server: Let AI Agents Triage and Silence Alerts Safely

Build an Alertmanager MCP Server: Let AI Agents Triage and Silence Alerts Safely

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8 min read
Build a CI Failure Triage Agent: Auto-Diagnose Failing GitHub Actions Runs

Build a CI Failure Triage Agent: Auto-Diagnose Failing GitHub Actions Runs

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7 min read
OpenCost vs Kubecost: Which Kubernetes Cost Tool Should You Run?

OpenCost vs Kubecost: Which Kubernetes Cost Tool Should You Run?

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6 min read
Redis Caching Patterns That Slash AWS Costs: A Production SRE Guide

Redis Caching Patterns That Slash AWS Costs: A Production SRE Guide

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7 min read
Argo Rollouts Progressive Delivery: Canary and Blue-Green on Kubernetes

Argo Rollouts Progressive Delivery: Canary and Blue-Green on Kubernetes

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7 min read
CI/CD Pipeline With GitHub Actions: The Complete Production Setup

CI/CD Pipeline With GitHub Actions: The Complete Production Setup

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7 min read
AI Runbook Automation: Turn Markdown Runbooks into Safe Agent Tools

AI Runbook Automation: Turn Markdown Runbooks into Safe Agent Tools

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7 min read
Argo CD 3.5 Supply Chain Security: Enable Signed GitOps and Internal mTLS

Argo CD 3.5 Supply Chain Security: Enable Signed GitOps and Internal mTLS

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8 min read
Graphify Review: I Ran This Knowledge-Graph Skill on a Real Repo

Graphify Review: I Ran This Knowledge-Graph Skill on a Real Repo

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5 min read
Build a Loki MCP Server: Safe Log Search for AI Agents

Build a Loki MCP Server: Safe Log Search for AI Agents

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7 min read
ArgoCD GitOps: Best Practices for Production Deployments

ArgoCD GitOps: Best Practices for Production Deployments

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7 min read
What a DevOps AI Agent Costs to Run: Token Economics, Caching, and Model Routing

What a DevOps AI Agent Costs to Run: Token Economics, Caching, and Model Routing

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8 min read
How to Decode a JWT Token: A DevOps Engineer's Guide

How to Decode a JWT Token: A DevOps Engineer's Guide

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8 min read
Human-in-the-Loop Approval Gates for DevOps AI Agents: Let It Fix Prod, After You Say Yes

Human-in-the-Loop Approval Gates for DevOps AI Agents: Let It Fix Prod, After You Say Yes

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7 min read
SRE vs DevOps: Key Differences That Actually Matter (2026)

SRE vs DevOps: Key Differences That Actually Matter (2026)

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9 min read
Build a Prometheus MCP Server: Safe Read-Only PromQL for AI Agents

Build a Prometheus MCP Server: Safe Read-Only PromQL for AI Agents

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6 min read
CI/CD Pipeline with GitHub Actions for Next.js on VPS

CI/CD Pipeline with GitHub Actions for Next.js on VPS

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8 min read
Karpenter vs Cluster Autoscaler: Which Cuts EKS Node Cost More?

Karpenter vs Cluster Autoscaler: Which Cuts EKS Node Cost More?

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6 min read
Ansible Automation: Complete Linux Server Management Tutorial

Ansible Automation: Complete Linux Server Management Tutorial

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7 min read
Build a Terraform Plan Review Agent: Catch Risky Changes in CI Before Merge

Build a Terraform Plan Review Agent: Catch Risky Changes in CI Before Merge

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7 min read
OpenTelemetry Distributed Tracing: From Zero to Production

OpenTelemetry Distributed Tracing: From Zero to Production

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7 min read
Observability for DevOps AI Agents: Trace Tool Calls, Tokens, and Runaway Loops

Observability for DevOps AI Agents: Trace Tool Calls, Tokens, and Runaway Loops

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6 min read
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