Turn Your Dev Skills Into Cash Flow
Real strategies from 10+ years of DevOps/SRE and professional trading. No fluff — just actionable guides for developers who want more than a salary.
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View all →Claude Proxy: Turn Your Claude Code CLI into an OpenAI-Compatible API Server
A zero-dependency Python proxy that wraps the local Claude Code CLI to expose an OpenAI-compatible HTTP API. Use your Claude Max subscription as a generic API backend for agents, IDE plugins, and SDKs.
Docker Compose vs Kubernetes: When to Use What (2026 Guide)
A practical breakdown of Docker Compose vs Kubernetes — when to use each, real cost differences, and the decision framework I use for production deployments.
AI-Powered DevOps: The 5 Ways Engineers Are Turning AI Skills Into $5K–$20K/Month in 2026
Platform engineering and AI are reshaping DevOps in 2026. Here's exactly how senior engineers are monetizing these skills through freelancing, consulting, and digital products.
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View all →Shadow Mode for DevOps AI Agents: Earn Trust on Real Incidents Before Write Access
Run your DevOps AI agent in shadow mode: log proposed fixes, score agreement against what on-call actually did, and set promotion criteria for write access.
Kubernetes Cost Allocation Per Namespace: Showback That Teams Actually Trust
Kubernetes cost allocation per namespace, done right: OpenCost setup, idle and shared cost policy, label enforcement, and an automated showback report.
Secrets Management for DevOps AI Agents: Credentials Without Leaks
Secrets management for DevOps AI agents: short-lived Vault credentials, OIDC workload identity, scoped tokens, and keeping keys out of the context window.
GitOps for AI Agents: Make Your Agent Open Pull Requests, Not Run kubectl
Make your DevOps AI agent open GitOps pull requests instead of running kubectl: a PR tool schema, CI policy gates, CODEOWNERS approval, and Argo CD as executor.
Incident Memory for On-Call AI Agents: Stop Re-Diagnosing the Same Outage
Build persistent incident memory for on-call AI agents: a SQLite-plus-embeddings store, a recall tool, and guardrails against stale or poisoned memories.
Kubernetes Pod Stuck in Terminating: How to Debug and Fix It
A hands-on fix for a Kubernetes pod stuck in Terminating: find blocking finalizers, dead nodes, and hung preStop hooks, and learn when --force is safe.