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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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Architecture Drift Detection: Keep Your Code Aligned with Design

Architecture Drift Detection: Keep Your Code Aligned with Design

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10 min read
⚙️ Terraform create AWS EC2 instance with Python environment

⚙️ Terraform create AWS EC2 instance with Python environment

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6 min read
What is AI? You Are Already Using It - You Just Did Not Know

What is AI? You Are Already Using It - You Just Did Not Know

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8 min read
Datadog dashboards for prompt regression: the panels we actually keep

Datadog dashboards for prompt regression: the panels we actually keep

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8 min read
Error budgets when downtime costs money: reliability engineering for payment-critical systems

Error budgets when downtime costs money: reliability engineering for payment-critical systems

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10 min read
The skills that actually transfer: what to learn for a long career in IT

The skills that actually transfer: what to learn for a long career in IT

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2 min read
DRY Infrastructure: How to Architect Modular Ansible Playbooks for Next.js

DRY Infrastructure: How to Architect Modular Ansible Playbooks for Next.js

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8 min read
AI-Driven Test Automation Is Not a Testing Strategy, It's a Decision Shift

AI-Driven Test Automation Is Not a Testing Strategy, It's a Decision Shift

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6 min read
Capacity Planning for Startups

Capacity Planning for Startups

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2 min read
Reading cron expressions

Reading cron expressions

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4 min read
Safe Operating Throughput (SOT) as a First-Class SRE Metric: Derivation and Operationalization

Safe Operating Throughput (SOT) as a First-Class SRE Metric: Derivation and Operationalization

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17 min read
AI Agent on M2 8GB — Day 1.1: Scams, Shadows, and a Real PR

AI Agent on M2 8GB — Day 1.1: Scams, Shadows, and a Real PR

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3 min read
Deployment challenges

Deployment challenges

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1 min read
Dev Log: 2026-07-01

Dev Log: 2026-07-01

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2 min read
Security-first infrastructure for payments: isolation, key management, and PCI scope reduction

Security-first infrastructure for payments: isolation, key management, and PCI scope reduction

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10 min read
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