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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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Optimizing LLM Serving: The Engineering Truth of vLLM & NVLink

Optimizing LLM Serving: The Engineering Truth of vLLM & NVLink

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4 min read
gradle7

gradle7

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1 min read
Docker works; until it doesn't. Why I started using Nix for dev environments

Docker works; until it doesn't. Why I started using Nix for dev environments

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9 min read
Building Multi-Agent AI Systems in 2026: A2A, Observability, and Verifiable Execution

Building Multi-Agent AI Systems in 2026: A2A, Observability, and Verifiable Execution

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2 min read
The Internal IT Automation Stack: How Growing SaaS Companies Use n8n to Scale Without Hiring

The Internal IT Automation Stack: How Growing SaaS Companies Use n8n to Scale Without Hiring

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3 min read
The "Fruit Basket" problem: Rebuilding PayFit's platform trust & alignment

The "Fruit Basket" problem: Rebuilding PayFit's platform trust & alignment

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5 min read
Prompt Engineering System: Managing 50+ Prompts in Production

Prompt Engineering System: Managing 50+ Prompts in Production

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10 min read
What is Agentic Incident Management? The End of 3 AM War Rooms

What is Agentic Incident Management? The End of 3 AM War Rooms

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4 min read
Solved: Why do so many apps use ✨ to represent AI? When did sparkles become the symbol for AI features?

Solved: Why do so many apps use ✨ to represent AI? When did sparkles become the symbol for AI features?

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5 min read
You've Shipped Agents. Now You Have to Run Them.

You've Shipped Agents. Now You Have to Run Them.

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7 min read
Building Multi-Agent AI Systems in 2026: A2A, Observability, and Verifiable Execution

Building Multi-Agent AI Systems in 2026: A2A, Observability, and Verifiable Execution

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2 min read
Migrate Multiple S3 Buckets in Parallel

Migrate Multiple S3 Buckets in Parallel

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6 min read
Specs = Tests: Why Spec-Driven Terraform Starts With Tests, Not Documents

Specs = Tests: Why Spec-Driven Terraform Starts With Tests, Not Documents

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6 min read
Building Multi-Agent AI Systems in 2026: A2A, Observability, and Verifiable Execution

Building Multi-Agent AI Systems in 2026: A2A, Observability, and Verifiable Execution

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2 min read
A2A Is Not MCP: Routing Messages Is Not the Same as Scheduling Work

A2A Is Not MCP: Routing Messages Is Not the Same as Scheduling Work

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4 min read
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