In-depth guides on Docker, Kubernetes, AWS, CI/CD, AI/ML, and modern infrastructure — written by engineers, for engineers.
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Build an agent that watches Prometheus error rates and pod health after every deployment, asks Claude whether the new version is actually bad or just noisy, and rolls back automatically without a human paging themselves at 2am.
Combine OPA Gatekeeper's policy enforcement with Claude API's reasoning to catch risky Kubernetes manifests that static rules miss — and explain the violation in plain English instead of a cryptic denial message.
Terraform failing with 'no available releases match the given constraints' or two modules requiring incompatible provider versions? Here is exactly how to diagnose and fix provider version conflicts without breaking your state.
ArgoCD, Spinnaker, and Flux CD compared for Kubernetes continuous delivery in 2026 — GitOps approach, multi-cluster support, canary/blue-green deployments, UI, RBAC, and which fits startups vs enterprises.
Build a CLI tool using Claude API that automatically collects kubectl logs, events, describe output, and resource metrics from broken pods — then generates root cause analysis and step-by-step fix commands in plain English.
CrashLoopBackOff in Kubernetes? This guide covers every cause — bad command, OOMKill, readiness probe killing container, config missing, dependency not ready — with exact kubectl commands to find and fix each one.
Use LangGraph to build multi-agent DevOps systems where specialized Claude agents handle monitoring, incident response, and infrastructure changes — with state machines, agent handoffs, and human-in-the-loop checkpoints.
RDS connection timeout in production? These 6 fixes cover security group rules, VPC subnet routing, parameter group connection limits, max_connections exceeded, SSL/TLS misconfig, and connection pool exhaustion — with exact AWS CLI commands.
Use Claude API to automatically audit AWS infrastructure for SOC 2, HIPAA, and CIS benchmark compliance — scanning IAM policies, S3 bucket configs, security groups, and CloudTrail settings with AI-generated remediation steps.