Every post is written for senior engineers, founders, and AI-aware teams who want to build software that actually works in production.
Writing on AI engineering, SaaS architecture, and shipping real software.
Long-form, technical, no fluff. Field notes from running Hexify Technologies and shipping production AI SaaS.
AI Engineering · SaaS Architecture · RAG · AEO/GEO · Automation
Free to read. Updated when there's something worth saying — never to fill a content calendar.
- AI
- Next.js
- RAG
- PostgreSQL
- TypeScript
- AWS
Featured
Why Most AI Projects Fail (And What to Ship Instead in 2026)
I get a version of this call every week.
Designing a Production RAG System That Doesn't Fall Apart at Scale
Most "RAG systems" you see in demos are toys. They work great on a five-document notebook and fall apart the moment you point them at a real corpus with messy formats, conflicting sources, and users who ask questions th…
Latest articles
The AI-Era SEO Playbook: AEO, GEO, and How to Get Cited by ChatGPT
Search changed. The question is no longer "how do I rank on Google" — it's "how do I show up in Google and in the answer ChatGPT, Perplexity, Claude, and Gemini serve to my future customer."
The Next.js SaaS Stack I Actually Use in 2026
Most "best Next.js stack 2026" articles read like a shopping list. After shipping eight production SaaS products, here's the stack and the file layout I actually reach for — and a few things I avoid.
Browse by tag
New articles delivered the day they ship.
No newsletter, no spam. Just an RSS feed you can pipe into Feedly, NetNewsWire, or any reader you already use. The link opens a raw XML file in your browser — point your reader at it (or copy the URL into a reader) and new posts show up automatically.
Feeds are also listed in sitemap.xml so feed readers can auto-discover them.
Have a product to build?
I take on a small number of engagements each quarter. Send a brief and I'll get back within 24 hours.
Send a project brief
The more context you share, the faster I can scope a response.