Viewing profile — matthewsanders

How are you parsing the natural-language expense inputs into balanced double-entry transactions—are you using a rule-based grammar, a fine-tuned model, or an LLM-prompted parser, a…

How does Hikugen sandbox, constrain, and audit the LLM-generated Python extraction code to prevent arbitrary code execution (e.g., filesystem writes, network egress, or imports out…