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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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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
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
Capacity Planning for Startups

Capacity Planning for Startups

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2 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
What actually happens to your code when Kolega.dev reads your repo

What actually happens to your code when Kolega.dev reads your repo

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2 min read
What Your AI Coding Agent Looks Like to a SIEM

What Your AI Coding Agent Looks Like to a SIEM

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7 min read
How I Recovered 35GB on a Production Server by Moving Docker Builds Off It

How I Recovered 35GB on a Production Server by Moving Docker Builds Off It

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7 min read
Self-Host Postgres or Use Supabase? Here's How to Decide

Self-Host Postgres or Use Supabase? Here's How to Decide

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3 min read
A month of AI agents in production — June 2026: what broke, what got fixed

A month of AI agents in production — June 2026: what broke, what got fixed

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8 min read
Your private GitHub repo CI is one quota away from going red

Your private GitHub repo CI is one quota away from going red

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4 min read
Day 9: A Database That Won't Start Is Usually a Permissions Problem

Day 9: A Database That Won't Start Is Usually a Permissions Problem

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3 min read
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