AITowards Data Scienceabout 3 hours ago
Typed Context Runtime Catches Agent Prompt Bugs
1 min read
A zero-dependency Python runtime assigns explicit types (INSTRUCTION, EVIDENCE, MEMORY, TOOL_OUTPUT) to context before prompt serialization, preventing tool output from becoming instructions. Eight tests pass with zero LLM calls. The system enforces type rules deterministically, catching structural mistakes before models see them.
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