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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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The Write-Only Trap: Why Your AI Agent Ignores Its Own Memory

The Write-Only Trap: Why Your AI Agent Ignores Its Own Memory

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2 min read
Escaping the Redirect Loop: Local Environment Sandboxing with Lando

Escaping the Redirect Loop: Local Environment Sandboxing with Lando

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2 min read
Securing Kubernetes Workloads with DevSecOps

Securing Kubernetes Workloads with DevSecOps

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5 min read
The Session Budget Pattern: How to Stop AI Agents From Running Forever

The Session Budget Pattern: How to Stop AI Agents From Running Forever

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2 min read
The Cold Start Problem: How to Deploy AI Agents With Context From Day One

The Cold Start Problem: How to Deploy AI Agents With Context From Day One

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2 min read
How Kubernetes Empowers Your CI/CD Pipeline for Faster Software Delivery

How Kubernetes Empowers Your CI/CD Pipeline for Faster Software Delivery

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2 min read
Verification Debt: The Silent Killer of AI Agent Systems

Verification Debt: The Silent Killer of AI Agent Systems

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3 min read
From Fork to Production: Deploying a Full-Stack App to AWS with Docker, CI/CD, and Semantic Release

From Fork to Production: Deploying a Full-Stack App to AWS with Docker, CI/CD, and Semantic Release

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18 min read
How to Monitor AI Agents in Production

How to Monitor AI Agents in Production

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6 min read
Why Your AI Agent Is Slow (Hint: It's Not the Model)

Why Your AI Agent Is Slow (Hint: It's Not the Model)

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2 min read
Context Window Pollution: The Silent Agent Degradation Problem

Context Window Pollution: The Silent Agent Degradation Problem

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2 min read
How to Test AI Agents for Failure (Not Just Success)

How to Test AI Agents for Failure (Not Just Success)

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2 min read
The Operational Tax: Why AI Agent Reliability Costs More Than You Think

The Operational Tax: Why AI Agent Reliability Costs More Than You Think

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3 min read
On-Call Burnout: What Incident Data Doesn’t Show

On-Call Burnout: What Incident Data Doesn’t Show

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5 min read
IAM role assumption across AWS accounts: the right way (with working Terraform)

IAM role assumption across AWS accounts: the right way (with working Terraform)

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2 min read
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