Insights
Notes on AI delivery, security, and product engineering.
Practical takes from the work—no gated whitepapers, no filler.
August 25, 2026 · 6 min read
AI Consulting vs. AI Development: Which Does Your Team Actually Need?
The terms get used interchangeably, but they solve different problems at different stages of an AI initiative. Here's how to tell which one you need first.
Read postAugust 25, 2026 · 5 min read
SOC 2 and Vendor Security: What to Ask Before You Sign
SOC 2 gets treated as a checkbox in procurement conversations. Here's what it actually tells you, what it doesn't, and the questions worth asking any software partner.
Read postAugust 25, 2026 · 7 min read
Shipping Production AI Features: Observability, Guardrails, and Cost Control
A working demo and a production feature are different problems. Here's what actually breaks when LLM features meet real users, and how to design around it.
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