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Content centering around the shifting left of responsibility, deconstruction of responsibility silos, and the automation of repetitive work tasks.

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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
Your AI Agent Isn't Failing Because It Hallucinates — It's Failing Because of Rate Limits

Correctness trade-offs in capacity engineering

Your AI Agent Isn't Failing Because It Hallucinates — It's Failing Because of Rate Limits

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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
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
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
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
Speed, caching, and the 40x cost wall

Speed, caching, and the 40x cost wall

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3 min read
What auditors asked when we deployed AI: questions, answers, and what we learned

What auditors asked when we deployed AI: questions, answers, and what we learned

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18 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
Production Mindset - Laravel with Docker Compose

Production Mindset - Laravel with Docker Compose

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2 min read
I Built a Self-Updating SEO Brain Inspired by Andrej Karpathy's LLM Wiki

I Built a Self-Updating SEO Brain Inspired by Andrej Karpathy's LLM Wiki

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6 min read
Best External Cron Job Services Compared (2026)

Best External Cron Job Services Compared (2026)

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5 min read
ECR Storage Cost Optimization and Image Management

ECR Storage Cost Optimization and Image Management

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6 min read
Why you should Deploy early and often

Why you should Deploy early and often

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4 min read
Why I stopped writing Serverspec specs by hand

Why I stopped writing Serverspec specs by hand

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6 min read
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