Engineering notes
Practical tutorials. New posts are Markdown files in content/blog/, then a deploy.
Oct 9, 2026
How to Generate Technical Documentation From Existing Code
How to turn a repository into API notes, setup steps, and architecture context, and where AI-generated documentation still needs a human.
Oct 9, 2026
How to Monitor Errors in a Web Application
What to track when a web app fails, how to investigate one issue, and how Invince groups runtime errors with a copy-paste next step.
Oct 9, 2026
A Practical Security Checklist for Small Development Teams
Common weaknesses to look for first, how to prioritise findings, and how to plan fixes without pretending you have an enterprise security org.
Not published yet
These stay unpublished until someone writes the full article. No bulk AI dumps.
How to read health, traffic, and bot graphs without guessing
Understand application graphs and what a spike actually means
What a launch gate should block on a pull request
Ship with a Ready / Fix first / Do not launch check on GitHub
When AI-generated docs drift from the repository
Keep setup and API notes aligned with the code that shipped