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DevOps

A collection of 48 posts

AWS RDS vs Civo Postgres: Performance, Latency, and Cost Compared

AWS RDS vs Civo Postgres: Performance, Latency, and Cost Compared

A practical benchmark comparing AWS RDS and Civo Managed Postgres under OLTP workloads using sysbench, focusing on latency, throughput consistency, and overall price-performance.

Stop Over-Engineering Django State Machines (Use This Instead of django-fsm)

Django Featured

Stop Over-Engineering Django State Machines (Use This Instead of django-fsm)

Learn how to build a Django state machine without django-fsm using django-lifecycle hooks. A simple, scalable approach for real-world workflows and CI/CD systems.

Beyond Git Worktrees: What It Actually Takes to Run Parallel AI Agents

Beyond Git Worktrees: What It Actually Takes to Run Parallel AI Agents

Learn how to run parallel AI agents using Git worktrees with isolated dev environments. A clean and efficient local setup using Docker and shared infrastructure.

Faster GitHub Actions CI/CD with self-hosted runners setup

Stop Wasting Minutes on Every Build — Use This Self-Hosted Runner Setup

Introduction After migrating from Jenkins to GitHub Actions, we ran into two problems. First, we needed self-hosted runners to deploy to private servers across multiple clouds. Second, our build times were actually slower than Jenkins — GitHub-hosted runners start fresh every run, so there was no Docker layer cache, and every