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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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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
Done means released. Everything else is inventory.

Done means released. Everything else is inventory.

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3 min read
How I rescued a RAG assistant from memory leaks and got it running on a 512MB RAM free tier

How I rescued a RAG assistant from memory leaks and got it running on a 512MB RAM free tier

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6 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
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
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
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
Cloudflare is removing in-place DNS record type changes on June 30, 2026 — your Pulumi runs will start failing

Cloudflare is removing in-place DNS record type changes on June 30, 2026 — your Pulumi runs will start failing

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6 min read
GitHub App installation tokens are getting longer in May 2026 — your VARCHAR(40) column is about to silently truncate them

GitHub App installation tokens are getting longer in May 2026 — your VARCHAR(40) column is about to silently truncate them

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7 min read
Speed, caching, and the 40x cost wall

Speed, caching, and the 40x cost wall

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3 min read
Production Mindset - Laravel with Docker Compose

Production Mindset - Laravel with Docker Compose

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2 min read
Anthropic Just Killed the API Key: A Deep Dive into Workload Identity Federation for Claude

Anthropic Just Killed the API Key: A Deep Dive into Workload Identity Federation for Claude

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11 min read
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