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AgentDoG 1.5 proves you can achieve GPT-5.4-level agent safety with open-source models trained on just 1k samples, slashing deployment overhead by two orders of magnitude.
LLM agents can achieve 3x faster web search and higher accuracy by dynamically routing between multiple context management strategies.
