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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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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
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
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
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
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
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
Why Most DevOps Engineers Get Stuck at Mid-Level (And How to Break Out)

Why Most DevOps Engineers Get Stuck at Mid-Level (And How to Break Out)

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3 min read
Best Practices for Database Schema Migrations in Large Systems

Best Practices for Database Schema Migrations in Large Systems

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1 min read
How to monitor GitHub Actions scheduled workflows

How to monitor GitHub Actions scheduled workflows

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4 min read
Advanced Kubernetes Patterns for Data Engineers

Advanced Kubernetes Patterns for Data Engineers

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1 min read
We Built a Single MCP Endpoint for 36 Business APIs — Here's What We Learned

We Built a Single MCP Endpoint for 36 Business APIs — Here's What We Learned

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3 min read
How I forced Python standard libraries to process and serialize production server crashes into Parquet locally

How I forced Python standard libraries to process and serialize production server crashes into Parquet locally

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1 min read
Running a Team of AI Sub-Agents: What Breaks — and the Rules I Built Around It

Running a Team of AI Sub-Agents: What Breaks — and the Rules I Built Around It

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3 min read
My Latest Full-Stack Project: FlowDesk Team Task Manager

My Latest Full-Stack Project: FlowDesk Team Task Manager

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4 min read
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