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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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Cloudflare's Toxic Combinations: A Practical Compound-Signal Checklist for Incident Prevention

Cloudflare's Toxic Combinations: A Practical Compound-Signal Checklist for Incident Prevention

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5 min read
We Got Tired of LLMs Getting LeanMCP Wrong. So We Built Our Own Agent

We Got Tired of LLMs Getting LeanMCP Wrong. So We Built Our Own Agent

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4 min read
I’m Trying to Build a Simple Ecosystem for Developers

I’m Trying to Build a Simple Ecosystem for Developers

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2 min read
Why Agent-Built Apps Earn $19 in Year One (And How to Fix It)

Why Agent-Built Apps Earn $19 in Year One (And How to Fix It)

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6 min read
Dev update - [March, 2026]

Dev update - [March, 2026]

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4 min read
Solved: Why does every email builder still feel so slow?

Solved: Why does every email builder still feel so slow?

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5 min read
Multi-Agent AI Architecture: Lessons from Running 12 Agents in Production

Multi-Agent AI Architecture: Lessons from Running 12 Agents in Production

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7 min read
Secure VPS

Secure VPS

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2 min read
Docker Compose vs Kubernetes: What I Actually Learned Running Both in Production

Docker Compose vs Kubernetes: What I Actually Learned Running Both in Production

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6 min read
Docker Fundamentals: The Tip of the Iceberg

Docker Fundamentals: The Tip of the Iceberg

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3 min read
Trisight

Trisight

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1 min read
Why Most Businesses Automate the Wrong Things First

Why Most Businesses Automate the Wrong Things First

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5 min read
Why Data Labeling Is the Most Critical Layer in Your AI Stack

Why Data Labeling Is the Most Critical Layer in Your AI Stack

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6 min read
Day 14 to 18 - Phase 5 - Making It Trustworthy (Testing & CI)

Day 14 to 18 - Phase 5 - Making It Trustworthy (Testing & CI)

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4 min read
Top 7 LLM Observability Tools in 2026: Which One Actually Fits Your Stack?

Top 7 LLM Observability Tools in 2026: Which One Actually Fits Your Stack?

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5 min read
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