Insights
Notes on building, shipping, and running software and AI systems in production.
AI-assisted development in production: the verification gap
AI made writing code nearly free. For engineering organizations, that moves the real cost, and the real risk, onto verification. Here is where teams shipping to production should focus.
Static-first: why content sites should prerender
A marketing site rendered in the browser is slower, harder to index, and easier to break than one prerendered to static HTML. For content, static-first is the safer default.
The technical SEO that actually moves rankings
Most technical SEO checklists are noise. A short list of fixes carries almost all the value. Here is how to tell them apart, and where to start.
Publishing AI-written content without eroding trust
AI can produce content at a volume no team can review by hand. Published unchecked, it erodes exactly the trust it was meant to build. The fix is a gate, not a faster writer.
Content at build time: the snapshot pattern for static sites
You can give editors a CMS and users static HTML at the same time. Fetch content into a build-time snapshot, prerender, deploy. The one tradeoff is worth understanding before you commit.