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 →Build a Savings Plans Coverage Agent: Size AWS Compute Commitments from Cost Explorer Without Overbuying
Build an AWS Savings Plans coverage agent that reads Cost Explorer coverage, utilization and recommendations, then sizes commitments a human queues, never buys.
Build a Node Drain Agent: PDB-Aware Kubernetes Maintenance That Never Violates a Disruption Budget
Build a node drain AI agent for Kubernetes maintenance: diagnose stuck drains, PodDisruptionBudget blockers and eviction errors, then fix them without paging.
Build a CloudWatch Logs Cost Agent: Find Never-Expire Log Groups, Ingestion Hot Spots, and Debug Floods Before the Bill Does
Build a CloudWatch Logs cost agent that finds never-expire log groups, ingestion hot spots and debug floods, then ships retention fixes as Terraform PRs.
Kubernetes HPA Shows <unknown> Targets (FailedGetResourceMetric): How to Fix It
Kubernetes HPA stuck on unknown targets with FailedGetResourceMetric? Fix metrics-server TLS and APIService errors, missing CPU requests, and custom metrics.
GitHub MCP Server for DevOps Agents: Read-Only Mode, Minimal Toolsets, and Lockdown Mode Done Right
Set up the GitHub MCP server safely for DevOps AI agents: read-only mode, minimal toolsets, a single-repo fine-grained token, and lockdown mode vs injection.
Build a Terraform State MCP Server: Let AI Agents Query Your Infrastructure Without Leaking Secrets
Build a Terraform state MCP server so AI agents can map cloud IDs to code, spot recent applies, and trace dependencies — GetObject-only IAM, secrets redacted.