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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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I use AI agents to code. Four checks I built to trust them.

I use AI agents to code. Four checks I built to trust them.

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Comments 3
5 min read
The all-purpose agent isn't an architecture. It's a single point of failure with a system prompt.

The all-purpose agent isn't an architecture. It's a single point of failure with a system prompt.

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Comments 9
3 min read
Where you host your MCP server decides whether it still works in three months

Where you host your MCP server decides whether it still works in three months

Comments 11
6 min read
Setting Up Docker for Local Development

Setting Up Docker for Local Development

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8 min read
Cheap Hosting vs Reliable Hosting: What I Learned Running My Own Company Tags: webdev, hosting, devops, startup

Cheap Hosting vs Reliable Hosting: What I Learned Running My Own Company Tags: webdev, hosting, devops, startup

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3 min read
Building Docker Containers with Persistent Storage

Building Docker Containers with Persistent Storage

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4 min read
Kubernetes Explained: The Airport Control Tower Mental Model

Kubernetes Explained: The Airport Control Tower Mental Model

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2 min read
Creating a Kubernetes scoped kubeconfig by hand is 15 steps of pain. It shouldn't be.

Creating a Kubernetes scoped kubeconfig by hand is 15 steps of pain. It shouldn't be.

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4 min read
The C2 Channel Is a Headless Browser

The C2 Channel Is a Headless Browser

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6 min read
When AI Reviewers Disagree: Building a Multi-Agent DevSecOps Tribunal with Qwen-Max

When AI Reviewers Disagree: Building a Multi-Agent DevSecOps Tribunal with Qwen-Max

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Comments 1
7 min read
Data Consistency in Microservices — Saga Pattern

Data Consistency in Microservices — Saga Pattern

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2 min read
Kubernetes earned its security badge in 2017 and never came back

Kubernetes earned its security badge in 2017 and never came back

Comments 2
16 min read
Docker Images Without the Bloat

Docker Images Without the Bloat

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4 min read
We built a router to predict when a cheap model is enough. It does not work.

We built a router to predict when a cheap model is enough. It does not work.

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4 min read
Building Identity-Gated Refusal Tiers for AI Security Tools

Building Identity-Gated Refusal Tiers for AI Security Tools

Comments 2
4 min read
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