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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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LLMOps vs MLOps: What’s Different, What’s the Same, and How to Run Both in Production

LLMOps vs MLOps: What’s Different, What’s the Same, and How to Run Both in Production

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7 min read
ERP System Deep Debugging — Test Pass Rate from 1 to 36

ERP System Deep Debugging — Test Pass Rate from 1 to 36

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2 min read
Dashboard 2.0 Stability Investigation and System Handover

Dashboard 2.0 Stability Investigation and System Handover

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2 min read
How I Orchestrate Claude Code, Codex, and Gemini CLI as a Swarm

How I Orchestrate Claude Code, Codex, and Gemini CLI as a Swarm

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4 min read
The Conversion Bottleneck Nobody Talks About When Building Autonomous Agents

The Conversion Bottleneck Nobody Talks About When Building Autonomous Agents

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3 min read
Grafana Tempo Has a Free Distributed Tracing Backend You Should Know About

Grafana Tempo Has a Free Distributed Tracing Backend You Should Know About

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2 min read
Your AI Agent is Coding Against Fiction — How I Fixed Doc Drift with a Pre-Commit Hook

Your AI Agent is Coding Against Fiction — How I Fixed Doc Drift with a Pre-Commit Hook

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2 min read
Your AI Agent Just Deleted 200 Emails. Here's How to Stop It.

Your AI Agent Just Deleted 200 Emails. Here's How to Stop It.

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4 min read
Avoiding golden cages in Platform Engineering

Avoiding golden cages in Platform Engineering

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5 min read
OpenClaw Cloudflare Tunnel Production Setup on Hetzner: DNS, Origin Certs, and Safe Rollback

OpenClaw Cloudflare Tunnel Production Setup on Hetzner: DNS, Origin Certs, and Safe Rollback

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4 min read
I built a 45MB, 0-Vulnerability Node.js Runtime (and why you should stop using node:alpine)

I built a 45MB, 0-Vulnerability Node.js Runtime (and why you should stop using node:alpine)

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4 min read
I Finally Fixed My AI Self-Healing System (After It Was Broken for Weeks)

I Finally Fixed My AI Self-Healing System (After It Was Broken for Weeks)

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4 min read
CloudWatch vs Prometheus: Setup, Cost, and Tradeoffs

CloudWatch vs Prometheus: Setup, Cost, and Tradeoffs

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13 min read
CloudWatch Cost Optimization Playbook [Part 2]

CloudWatch Cost Optimization Playbook [Part 2]

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12 min read
Self-Healing Infrastructure with Agentic AI: From Monitoring to Autonomous Resolution

Self-Healing Infrastructure with Agentic AI: From Monitoring to Autonomous Resolution

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7 min read
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