Field Notes
Field Notes
Practical notes on CI/CD pipelines, release habits, and DevOps enablement from engagements in Thailand and beyond.
Short articles drawn from audit patterns and coaching sessions — written for engineers and leads who own the jobs that ship.
10 August 2026
Release readiness when the calendar will not move
How a condensed review differs from a full CI/CD audit when a launch date is already printed on the poster.
28 July 2026
Enablement after the findings pack
Why coaching should attack one release habit at a time instead of touring every tool in the stack.
3 July 2026
Preparing your team for a pipeline audit week
What to gather before consultants arrive so interviews stay short and findings stay grounded in real releases.
12 June 2026
Where CI/CD audits usually find the first crack
Personal access tokens in deploy jobs, label-based bypasses, and shared variable groups still dominate early findings.