I've spent the last year building AI systems that actually serve real users — not demos, not proofs...
RAG vs Fine-Tuning — What Actually Works in Production (2026)
I've spent the last year building AI systems that actually serve real users — not demos, not proofs...
The worst moment in a coding session is hitting a rate limit mid-task. You're deep in a refactor....
Every month I got surprised by my OpenAI bill. Not by a lot — but enough that I'd open the usage...
AI agents in finance earn trust when runtime receipts connect cost, authority, approvals, side effects, and outcomes to each work item.