DON'T GO ALL IN ON AI

Summary from the TLDR Dev newsletter

Reliable AI systems do not need to choose between deterministic workflows and autonomous agents. A pharma revenue analysis system became more consistent after fixed steps such as grouping sales by region, comparing year-over-year results, and gathering known data sources moved into deterministic tools. The agent then focused on interpreting those results and proposing actions, where flexible reasoning added more value.