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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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MCP Tools Are New API Surfaces. eBPF Sees What They Actually Touch.

MCP Tools Are New API Surfaces. eBPF Sees What They Actually Touch.

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4 min read
Atlassian opened its 150-billion-object data graph to any MCP agent

Atlassian opened its 150-billion-object data graph to any MCP agent

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3 min read
The dog that didn't bark: finding security holes in what's missing, not what's misconfigured

The dog that didn't bark: finding security holes in what's missing, not what's misconfigured

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7 min read
I built something I think more developers should be using

I built something I think more developers should be using

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1 min read
Ansible state:latest Broke Payments for 47 Minutes — What Really Happened and How to Prevent It

Ansible state:latest Broke Payments for 47 Minutes — What Really Happened and How to Prevent It

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4 min read
I shipped a 20-feature DevOps tool solo in 60 days using Claude Code — the unfiltered breakdown

I shipped a 20-feature DevOps tool solo in 60 days using Claude Code — the unfiltered breakdown

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12 min read
Cloudflare Tunnel, Traefik, and a Cleaner Self-Hosted Setup

Cloudflare Tunnel, Traefik, and a Cleaner Self-Hosted Setup

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4 min read
The Bottleneck Was Never the Model — It's the Routing Layer

The Bottleneck Was Never the Model — It's the Routing Layer

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7 min read
Simplifying EC2 Connections with AWS SSH

Simplifying EC2 Connections with AWS SSH

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3 min read
Why Cloudflare's Free-Plan Cache Rules Don't Cache Your HTML (And the Page Rules Fix That Does)

Why Cloudflare's Free-Plan Cache Rules Don't Cache Your HTML (And the Page Rules Fix That Does)

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7 min read
Python Environments: The Complete Guide (venv, pyproject, tools, cleanup)

Python Environments: The Complete Guide (venv, pyproject, tools, cleanup)

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2 min read
Kubernetes 1.36: Breaking Free from Container-Level Resource Constraints

Kubernetes 1.36: Breaking Free from Container-Level Resource Constraints

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3 min read
The Connector Graveyard: What Multi-Model Pipeline Code Actually Looks Like.

The Connector Graveyard: What Multi-Model Pipeline Code Actually Looks Like.

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7 min read
Comparison: AI Tools for DevOps – Claude 3.5 Sonnet vs. GitHub Copilot 2.0 for Terraform 1.10

Comparison: AI Tools for DevOps – Claude 3.5 Sonnet vs. GitHub Copilot 2.0 for Terraform 1.10

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14 min read
Best AI Gateway to Optimize Claude Code Token Cost

Best AI Gateway to Optimize Claude Code Token Cost

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5 min read
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