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Method Quick notes on my accelerated pizza dough experiment using the spiral mixer... The Approach Fancied pizza without the typical 24-hour wait, so tried this quicker 12-hour method. Used the pizza calculator app for precise measurements with 70% hydration. Timeline Start to finish: 12 hours * 6 hours bulk fermentation * 6

Table of Contents 1. Introduction 2. Terraform Overview 3. Terraform with Apstra 4. GitLab CI/CD Pipeline Architecture 5. Pipeline Implementation Scenarios 6. State Management 7. Hybrid Management Approach 8. Scheduled Validation 9. Examples 10. Best Practices Introduction This document provides a comprehensive guide to implementing network automation in a

Introduction When automating Juniper Apstra's Intent-Based Networking (IBN) platform, teams have several approaches: using the REST API directly, leveraging the Python SDK (pyapstra), using Ansible with the URI module, or implementing Infrastructure as Code with the Terraform provider. Let's explore each approach. The Raw API Approach

The Challenge with Configlets Network administrators familiar with Apstra will recognise the power of configlets for customising network device configurations. However, the existing workflow presents certain challenges: 1. Fragmented Process: Creating configlets in Apstra requires multiple steps - creating the configlet, importing it into the blueprint, and then reviewing the

Notes on what happens when good technique meets bad yeast... The Approach Attempted the classic 24-hour method using the same 70% hydration recipe and spiral mixer technique as my 12-hour version. What Went Wrong One critical ingredient failed me: the yeast was past its best. Method Notes 1. Initial Process

I recently visited Edinburgh on business and managed to carve out some time to explore this magnificent Scottish city.