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Move both the checklist and the verdict outside the model. Slot-based preconditions for irreversible tool calls — execution reads a verdict record, never a conditional.
Turn a web page into structured data with no model in the loop: eight vocabularies merged with provenance, a summary that says where every answer came from, and a fetch that announces itself.
Deterministic firmware simulator for microcontrollers with hardware-validated parity. Labwired.com
Deterministic hierarchical statechart engine with a tamper-evident journal and exact decimal arithmetic. Zero dependencies. Usable as a Rust library, a CLI, or an MCP server for LLM-driven workflows.
