Blog
Thinking on specification management, testing workflows, and AI-assisted engineering.
How to Write Architecture Decision Records
An architecture decision record captures the reasoning behind a technical choice at the moment it was made. Here is the format, what to include, and where most teams go wrong.
How Specsource Actually Works
Capture context, synthesise specifications, and unlock a chain of automation that improves everything downstream. Here is the full picture.
Why Agencies Struggle with Existing Testing Platforms
At every agency I have worked at, testing gets deprioritised. Not because anyone thinks it is unimportant, but because there is always something more urgent. Here is what actually needs to change.
Is Your AI Agent Flying Blind?
The real bottleneck in AI-assisted development is not the model. It is the context you never gave it.
From Scattered Feedback to Test Suite
Client feedback arrives as Slack messages, email threads, and meeting notes. Here is how to turn that noise into a structured test suite that actually protects your releases.