GitHub - Frostmoore/RedGiant: A verification-first agentic engine that makes tiny local LLMs (Gemma E2B, Q4, CPU-only) reliably useful on non-prosumer hardware. Grammar-constrained decoding, deterministic orchestration, KV-cache-aware prompting, consent-based autonomy. The model stays small; the system becomes large. No cloud LLM APIs, ever.

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A verification-first agentic engine that makes tiny local LLMs (Gemma E2B, Q4, CPU-only) reliably useful on non-prosumer hardware. Grammar-constrained decoding, deterministic orchestration, KV-cache-aware prompting, consent-based autonomy. The model stays small; the system becomes large. No cloud LLM APIs, ever.