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# devops

Content centering around the shifting left of responsibility, deconstruction of responsibility silos, and the automation of repetitive work tasks.

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📦 Docker vs Podman comparison 2024 — which one should you actually use?

📦 Docker vs Podman comparison 2024 — which one should you actually use?

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6 min read
I built a $0 fault-tolerant AI pipeline (Groq 5 DeepSeek Vertex template)

I built a $0 fault-tolerant AI pipeline (Groq 5 DeepSeek Vertex template)

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5 min read
CPU Humbled Me — A Kubernetes Throttling Story Hidden Between Prometheus Scrapes

CPU Humbled Me — A Kubernetes Throttling Story Hidden Between Prometheus Scrapes

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3 min read
How I Deploy Node.js Apps to Production (2026)

How I Deploy Node.js Apps to Production (2026)

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3 min read
Git Rebase vs Reset vs Revert | When to use What ?

Git Rebase vs Reset vs Revert | When to use What ?

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3 min read
I officially passed KCNA Certification 🎉

I officially passed KCNA Certification 🎉

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2 min read
Tutorial: Kubernetes with k3s — 3-Node Cluster, Ingress, and Cloudflare in 30 Minutes

Tutorial: Kubernetes with k3s — 3-Node Cluster, Ingress, and Cloudflare in 30 Minutes

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13 min read
Your Tech Stack Is Leaking Money — And You Don't Know It

Your Tech Stack Is Leaking Money — And You Don't Know It

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5 min read
Why Probabilistic AI Will Eventually Require Deterministic Governance

Why Probabilistic AI Will Eventually Require Deterministic Governance

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3 min read
SRE Maturity Models: Where Is Your Team?

SRE Maturity Models: Where Is Your Team?

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2 min read
We Replaced Our DIY WebSocket Orchestrator — Here’s What Finally Scaled

We Replaced Our DIY WebSocket Orchestrator — Here’s What Finally Scaled

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4 min read
How to Onboard New Developers to Your API in Under 10 Minutes

How to Onboard New Developers to Your API in Under 10 Minutes

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4 min read
Spec-Driven Development with Claude Code: UI, Deploy & The Living Spec — Part 3 of 3

Spec-Driven Development with Claude Code: UI, Deploy & The Living Spec — Part 3 of 3

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7 min read
The .env File Is Not a Security Strategy

The .env File Is Not a Security Strategy

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3 min read
Stop Playing Russian Roulette with Your TVL: Architecting a Zero-Trust EVM Airlock for Autonomous AI Agents

Stop Playing Russian Roulette with Your TVL: Architecting a Zero-Trust EVM Airlock for Autonomous AI Agents

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4 min read
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