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Writing

Notes on engineering, product, and building things that last.

Lessons from shipping AI products, scaling systems, and the messy reality of turning code into companies.

Startups

What an Accounting Degree Taught Me About Building Software Companies

I trained as an accountant and became an engineer and founder. The detour wasn’t wasted — it’s my edge. On outcomes, distribution, and finding what’s true.

2 min read
AI

In Automation, Reliability Is the Product

Browser automation looks like a demo problem and is actually a reliability problem. What building Snappit taught me about why self-healing beats clever.

2 min read
Engineering

How I Cut a Cloud Bill by 90% Without Touching Latency

Cost is a feature. Here is the playbook I used to cut a workload’s cloud spend by ~90% while improving p99 — and why most teams leave this money on the table.

2 min read