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Convert multi-provider AI/LLM usage data into FOCUS-conformant cost datasets

Calibrated typed decisions (choice / yes-no / score) from open LLMs, without generation or fine-tuning.

Frisk prompts for injection and jailbreak attacks. A fast local guardrail built on a 421M decision model that fits any seam: CLI, pre-commit, decorator, LLM-client wrapper, ASGI middleware.

Durable Object SQLite storage adapters and the routed port protocol for Effect Agent on Cloudflare.

Boruna: a deterministic, capability-safe programming language and framework for LLM-native applications