/// Notes
What we're shipping.
What we're learning.
Engineering notes from the build. Workflow, taxonomies, trade-offs we made. Roughly monthly. No release-announcement fluff.
- ·7 min read·Navdeep Singh
How we shipped 6 production products in 8 weeks
An honest breakdown of the AI-native workflow, modular reuse pattern, and dogfooding loop that let one founder ship six live SaaS platforms in two months.
engineeringshippingaiworkflowRead note - ·6 min read·Navdeep Singh
Why we ship in production from day one
Staging environments are a tax most small teams cannot afford, and a comfort blanket that hides the bugs they were meant to catch. Here is when to skip them and when not to.
engineeringshippinginfrastructureprocessRead note - ·7 min read·Navdeep Singh
Our 13-category UK scam taxonomy
How CyberShield classifies fraud into thirteen fixed categories, why a closed taxonomy beats free-text labels, and where UK Finance's headline numbers map onto our bucket list.
engineeringcybershieldtaxonomyfraudaiRead note
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