The definitive guide to shipping AI-generated code to production. From first prompt to verifiable receipts — speed, hardening, debugging, and the accountability layer that makes it all trustworthy.
Non-technical founders are shipping real products with vibe coding. The ones who survive all do one thing differently — they keep receipts. Here's the complete playbook.
Looking for a Langfuse or Helicone alternative? Here are 7 tools compared — what each one proves, what it can't, and when you need signed receipts instead of traces.
Your agent billed $400 overnight. Your dashboard shows a spike. But can you prove which calls were necessary, which were the retry loop, and who approved them? Signed receipts solve what dashboards can't.
Observability tools like Arize and Langfuse show you what your model produced. Verification proves what your agent did. Here's why the distinction matters in production.