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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 Author Doesn't Have to Be an Engineer: How the Harness Holds Quality (Series Part 5)

The Author Doesn't Have to Be an Engineer: How the Harness Holds Quality (Series Part 5)

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16 min read
Benchmarking a kill switch for runaway AI agents -- and why the real number is a ceiling, not a %

Benchmarking a kill switch for runaway AI agents -- and why the real number is a ceiling, not a %

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4 min read
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
How DevOps Engineers Can Use AI to Triage Production Incidents Faster

How DevOps Engineers Can Use AI to Triage Production Incidents Faster

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5 min read
AWS ALB Scaling: Set Up Application Load Balancer with Auto Scaling Group (ASG)

AWS ALB Scaling: Set Up Application Load Balancer with Auto Scaling Group (ASG)

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10 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
TMKMS vs Horcrux: when to upgrade your validator key management

TMKMS vs Horcrux: when to upgrade your validator key management

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6 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
I Replaced Scrum, Jira, and Our Wiki With 12 AI Agents on a Mac Mini

I Replaced Scrum, Jira, and Our Wiki With 12 AI Agents on a Mac Mini

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13 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
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
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
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