#Deployment

7 articles

>Dev Labo_2026.05.26

$Rewriting AI's 'Frequency-First' Automation Strategy to 'User-Impact-First'

//After classifying 200+ release procedure documents, I let AI draft the automation strategy. It came back with an evaluation axis of \"frequency × automation fit\" — and the \"user impact\" axis was missing entirely. A record of rewriting the evaluation axis itself: the typical distortion in AI-built formulas, and the part of judgment that humans shouldn't hand off.

tags:[#AI, #Automation, #Best Practices, #Deployment]

$Rewriting \"Let's Organize the Current State Because We Want to Automate\" Into \"Let's Just Look at the Current State as It Is\"$

>Dev Labo_2026.05.12

$Rewriting \"Let's Organize the Current State Because We Want to Automate\" Into \"Let's Just Look at the Current State as It Is\"

tags:[#Documentation, #AI]

>Dev Labo_2026.04.08

$Post-Deploy Cleanup: Updating Docs, Revising the IaC Design, and Handing Off to the Team

tags:[#AWS, #Deployment]

>Dev Labo_2026.04.07

$Production Deploy Day: Creating the Canary SG, Updating ECS SGs, and Running Pulumi

tags:[#AWS, #Troubleshooting]

>Dev Labo_2026.04.07

$Rewriting AI's 'Frequency-First' Automation Strategy to 'User-Impact-First'

$Rewriting \"Let's Organize the Current State Because We Want to Automate\" Into \"Let's Just Look at the Current State as It Is\"

$Post-Deploy Cleanup: Updating Docs, Revising the IaC Design, and Handing Off to the Team

$Production Deploy Day: Creating the Canary SG, Updating ECS SGs, and Running Pulumi

$From a Pulumi Bug to Terraform: 3 Pitfalls in Migrating Between IaC Tools

$Do You Have a Content Map? – Multi-Platform Blog Distribution and Management

$Jenkins Start, Stop, and Restart Cheat Sheet