Moving from post-hoc regex to compile-time token interception in multi-agent loops

demirtasfurkan_ · reddit · 2026-08-24

Discussing structural enforcement in agentic workflows, the author notes that standard parsers fail in sequential calls and syntax validity doesn't prevent semantic hallucination. The post proposes benchmarking "Token-to-Context Cross-Referencing" and "Dynamic Semantic Thresholding" to validate entity values against source tokens during generation, asking for community feedback on handling semantic validation without high latency.

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