I really appreciate the lessons and technical ideas @samaysham & team were able to share about their tax agent system, which learns from pro…

I really appreciate the lessons and technical ideas @samaysham & team were able to share about their tax agent system, which learns from production traces to self-improve via detailed tracing tightly integrated into deployment + an autonomous AI engineer. At @ThriveHoldings, we built a product with @OpenAI to automate tax prep for the 30+ accounting firms we own across the country. This season, it processed 7k+ returns. But what I think is more interesting is that the product meaningfully self-improved as accountants used it.

Source: Linus Lee (X) | 2026-05-27