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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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Stop Treating IPv4 as Technical Debt – Here's What the 2026 Data Actually Shows

Stop Treating IPv4 as Technical Debt – Here's What the 2026 Data Actually Shows

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6 min read
Run Claude Code Agents on a Schedule in the Cloud

Run Claude Code Agents on a Schedule in the Cloud

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11 min read
We Built a Service That Catches LLM Drift Before Your Users Do

We Built a Service That Catches LLM Drift Before Your Users Do

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3 min read
Stop copy-pasting AI code: The 6-step validation checklist for devs.

Stop copy-pasting AI code: The 6-step validation checklist for devs.

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2 min read
Optimizando costos y rendimiento en Clawdbot

Optimizando costos y rendimiento en Clawdbot

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8 min read
How I Provisioned My First Azure VM with Terraform (And the 5 Errors That Taught Me More Than Any Tutorial)

How I Provisioned My First Azure VM with Terraform (And the 5 Errors That Taught Me More Than Any Tutorial)

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7 min read
Github as Infrastructure

Github as Infrastructure

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6 min read
When the Fallback Model Killed the Personality — A DeepSeek Personality Drift Incident

When the Fallback Model Killed the Personality — A DeepSeek Personality Drift Incident

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3 min read
Why I Built an IDP Solo — As a Solutions Architect Who Doesn't Like Writing Terraform

Why I Built an IDP Solo — As a Solutions Architect Who Doesn't Like Writing Terraform

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6 min read
Flutter Release Pipeline: A Multi-Agent Skill for Claude Code, Codex & beyond — one command to test, version bump, build & ship

Flutter Release Pipeline: A Multi-Agent Skill for Claude Code, Codex & beyond — one command to test, version bump, build & ship

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3 min read
Python Performance Optimization: The Architect's Scaling Mindset (2026)

Python Performance Optimization: The Architect's Scaling Mindset (2026)

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6 min read
GPT-5.1 Was Retired on March 11 — Here's What Broke in Your LLM App

GPT-5.1 Was Retired on March 11 — Here's What Broke in Your LLM App

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4 min read
Why Fort Collins Fire Matters for DevOps in 2026

Why Fort Collins Fire Matters for DevOps in 2026

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6 min read
The Growth Chart Nobody Shows You

The Growth Chart Nobody Shows You

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19 min read
Secure crypto infrastructure: SLSA L3 Provenance for Docker Images - How We Made Our Builds Verifiable

Secure crypto infrastructure: SLSA L3 Provenance for Docker Images - How We Made Our Builds Verifiable

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4 min read
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