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 Redis Memory Agent: Find Big Keys, No-TTL Keyspaces, and Eviction Storms on ElastiCache, Then Ship TTL and maxmemory-policy Fixes Without a FLUSHALL
Build a Redis memory agent: find big keys, no-TTL keyspaces, and eviction storms on ElastiCache from a replica, then ship TTL and eviction-policy fixes as PRs.
Build a Falco Alert Triage Agent: Fingerprint Runtime Security Noise, Attribute Container Shells to Humans with Kubernetes Audit Logs, and Ship Scoped Rule Exceptions as PRs Without Blinding Yourself
Build a Falco alert triage agent: fingerprint noisy runtime alerts, match exec shells to Kubernetes audit logs, and ship scoped rule exceptions as reviewed PRs.
Build a Feature Flag Cleanup Agent: Find Flags Launched at 100% for 90 Days, Prove the Losing Branch Is Dead with Code References, and Ship Removal PRs Without Archiving a Kill Switch
Build a feature flag cleanup agent: find stale launched flags in LaunchDarkly or Unleash, verify dead code paths with code references, open removal PRs safely.
Build a 'What Changed?' Agent: Correlate an Alert with Deploys, ConfigMap Edits, Feature Flags, Terraform Applies, and CloudTrail Writes from the Hour Before It Fired
Build a what-changed agent for incidents: pull deploys, ConfigMap edits, feature flags, Terraform applies, CloudTrail writes, ranked by time and blast radius.
Run a LiteLLM Proxy on Kubernetes as the LLM Gateway for Your DevOps AI Agents: Per-Agent Budgets, Rate Limits, Fallback Routing, and a Kill Switch
Deploy a LiteLLM proxy on Kubernetes as the LLM gateway for DevOps AI agents: per-agent virtual keys, monthly budgets, rate limits, fallbacks, and metrics.
Build a Dead-Letter Queue Triage Agent: Cluster SQS DLQ Messages by Failure Signature, Redrive the Transient Ones, and Quarantine Poison Messages Without Replaying the Outage
Build a dead-letter queue triage agent for SQS: cluster DLQ messages by failure signature, redrive transient ones with StartMessageMoveTask, quarantine poison.