DevOps· 7 posts
AI Coding CLIs in CI/CD: Headless Modes, GitHub Actions, and Safe Automation
A practical DevOps guide to running Claude Code, Codex CLI, and Gemini CLI non-interactively in pipelines — headless flags, GitHub Actions, cost ceilings, and the guardrails that keep secrets from leaking.
Configuration Drift Detection & Incident Response
Master configuration drift detection, incident response, and post-mortem analysis for modern DevOps. Covers GitOps workflows, immutable infrastructure patterns, blameless post-mortems, and preventive controls for Terraform, Kubernetes, and cloud infrastructure.
HashiCorp Vault CLI Install & GUI Setup: 2026 Full Guide
Install HashiCorp Vault CLI and GUI in minutes. Verified 2026 setup for Windows, Mac, and Linux with copy-paste commands and client verification steps.
Log Aggregation & Structured Parsing
Log aggregation with OpenTelemetry and structured logging. JSON parsing, format conversion, and compliance.
HashiCorp Vault Root Token Regeneration
Regenerate HashiCorp Vault root tokens securely using unseal keys. Complete guide with vault operator generate-root commands, OTP decoding, and security best practices.
DevOps Log Analysis: Find Issues Before Users Do
Practical guide to log aggregation, structured logging, and distributed tracing with OpenTelemetry. Diagnose production issues in microservices and Kubernetes faster.
Distributed Tracing & Root Cause Analysis
Master distributed tracing for microservices with OpenTelemetry. Covers TraceID/SpanID correlation, timeline reconstruction, Kubernetes troubleshooting, performance analysis, and AI-powered root cause analysis.