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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 Letting AI Write Your Database Migrations

Stop Letting AI Write Your Database Migrations

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5 min read
Why Your Tech Stack Doesn’t Matter

Why Your Tech Stack Doesn’t Matter

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3 min read
What "merge-ready" actually requires when an AI writes the security fix

What "merge-ready" actually requires when an AI writes the security fix

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5 min read
Building SwiftDeploy: From Declarative Deployments to Policy-Gated Releases

Building SwiftDeploy: From Declarative Deployments to Policy-Gated Releases

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9 min read
Stop Copy-Pasting .env Files Across Your Team

Stop Copy-Pasting .env Files Across Your Team

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3 min read
Why CI Failures Cost More Than You Think — And It's Not About Build Time

Why CI Failures Cost More Than You Think — And It's Not About Build Time

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2 min read
I Thought I Understood State Management in React. Then a Memory Leak Happened.

I Thought I Understood State Management in React. Then a Memory Leak Happened.

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4 min read
I Deployed My First Cloudflare Worker — Here's What I Learned

I Deployed My First Cloudflare Worker — Here's What I Learned

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3 min read
How I Used OIDC to Eliminate Static AWS Keys from GitHub Actions (Real Pipeline Walkthrough)

How I Used OIDC to Eliminate Static AWS Keys from GitHub Actions (Real Pipeline Walkthrough)

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2 min read
How I Schedule AI Agent Tasks Without Managing Cron Infrastructure

How I Schedule AI Agent Tasks Without Managing Cron Infrastructure

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2 min read
P2P vs. Broker: The Architecture Decision Defining Multi-Agent Systems

P2P vs. Broker: The Architecture Decision Defining Multi-Agent Systems

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4 min read
AI Code Healer: Fixing Broken CI/CD Builds Without the Log Archaeology

AI Code Healer: Fixing Broken CI/CD Builds Without the Log Archaeology

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5 min read
Every Agent I Delegated To Kept Failing. I Finally Checked the Model.

Every Agent I Delegated To Kept Failing. I Finally Checked the Model.

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2 min read
Codens vs Devin vs Cursor Composer vs Sweep — picking the AI coding agent that matches your bottleneck

Codens vs Devin vs Cursor Composer vs Sweep — picking the AI coding agent that matches your bottleneck

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10 min read
Building SwiftDeploy: A Self-Writing Infrastructure Tool with OPA Policy Enforcement and Prometheus Observability

Building SwiftDeploy: A Self-Writing Infrastructure Tool with OPA Policy Enforcement and Prometheus Observability

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7 min read
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