I mapped a Cloudflare SaaS architecture before writing any code
Which Cloudflare piece stores what: D1, KV, R2, Queues, Durable Objects, vectors and AI Gateway, mapped on one SaaS diagram.
Read postBlog and notes
Technical, business, and personal writing from the builder side.
This is the home for longer thinking: practical engineering notes, founder lessons, sales system breakdowns, AI workflows, and personal reflections from building in public.
Featured posts
I measure my AI spend against a 10x return
My AI bill against one customer's revenue, the 10x bar I use, and how to total your AI subscriptions with one prompt.
Read postI pointed GitHub Copilot CLI at a real calendar bug, and it fixed it
What happened when I gave the brand-new GitHub Copilot CLI a real drag-and-drop bug: a wrong-folder start, a lot of permission prompts, and a working fix.
Read postI manage half a million lines with a monorepo and overnight Copilot agents
What I use instead of Spec Kit on a half-million-line monorepo: per-project Copilot instructions, a docs hierarchy, and overnight agent PRs.
Read postI ran GitHub Spec Kit on a 5,500-line Nuxt 2 app and still got lost
What happened when I took GitHub Spec Kit from the constitution to /implement on a real contractor SaaS with an existing task board.
Read postI tested Read.ai, Fireflies and Otter on my real meetings. Only one stayed.
What I learned testing three AI note-takers on real meetings, and why only Read.ai stayed.
Read postVibe coding still needs engineering judgment
How to move fast with AI while keeping product scope, architecture, and deployment decisions grounded.
Read postLead scoring is a prioritization problem
A practical view of how AI can improve outreach without turning every sales message into noise.
Read postBuild the smallest system that proves the point
Why useful software starts with a painful workflow, a measurable result, and a path to repeatability.
Read postExternal writing and updates
LinkedIn articles
Professional updates, business notes, and longer-form posts for operators and founders.
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