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# infrastructure

Topics covering cloud infrastructure, setup, and cost management.

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Infrastructure as Code (IaC) with Terraform (AWS EC2 Example)

Infrastructure as Code (IaC) with Terraform (AWS EC2 Example)

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2 min read
The Three Numbers That Keep Your Blueprint Online

The Three Numbers That Keep Your Blueprint Online

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10 min read
Every ChatGPT Query Has a Power Bill And You Might Be Paying It

Every ChatGPT Query Has a Power Bill And You Might Be Paying It

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2 min read
Two Classes of AI Memory: Why Some Records Are Structurally More Reliable Than Others

Two Classes of AI Memory: Why Some Records Are Structurally More Reliable Than Others

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4 min read
Why Deploying AI Agents to Production Still Sucks (and What We Built to Fix It)

Why Deploying AI Agents to Production Still Sucks (and What We Built to Fix It)

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3 min read
Why AI Agents in Google Colab Need Real Email Infrastructure

Why AI Agents in Google Colab Need Real Email Infrastructure

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9 min read
Don't migrate what isn't broken: bare metal, AI latency, and killing the basket bot

Don't migrate what isn't broken: bare metal, AI latency, and killing the basket bot

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3 min read
How I accidentally built a cost tracking tool for LLMs

How I accidentally built a cost tracking tool for LLMs

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2 min read
Autonomous Systems Don't Fail. They Drift Until They Break.

Autonomous Systems Don't Fail. They Drift Until They Break.

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2 min read
The Hidden Security Crisis in AI Agent Infrastructure: What the LiteLLM Breach Reveals

The Hidden Security Crisis in AI Agent Infrastructure: What the LiteLLM Breach Reveals

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2 min read
OpenAI Plans to Double Its Workforce to 8,000 — But Can AI Infrastructure Keep Up?

OpenAI Plans to Double Its Workforce to 8,000 — But Can AI Infrastructure Keep Up?

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3 min read
The next phase of AI isn't smarter models. It's infrastructure.

The next phase of AI isn't smarter models. It's infrastructure.

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5 min read
Heroku Enters Sustaining Engineering Mode: What It Means and When to Consider Alternatives

Heroku Enters Sustaining Engineering Mode: What It Means and When to Consider Alternatives

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6 min read
Stop Merging Broken YAML: Kubernetes Manifest Validation in CI

Stop Merging Broken YAML: Kubernetes Manifest Validation in CI

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2 min read
$36/Month: The Entire Dev Environment

$36/Month: The Entire Dev Environment

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5 min read
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