Token-cost and latency reduction playbook for a math word problems prompt running on Qwen 2.5 72B, judged by DeepEval metrics.
Token-cost and latency reduction playbook for a math word problems prompt running on o3, judged by promptfoo assertions.
Token-cost and latency reduction playbook for a math word problems prompt running on Grok 3, judged by promptfoo assertions.
Token-cost and latency reduction playbook for a math word problems prompt running on GPT-4o, judged by embedding distance.
Layered defense design for a customer support agent deployment against jailbreak prefix attacks, using content provenance tagging on Mistral Large.
Layered defense design for a customer support agent deployment against role-play jailbreak attacks, using retrieval trust scoring on Claude Haiku 4.
Layered defense design for a customer support agent deployment against multi-turn manipulation attacks, using retrieval trust scoring on GPT-4o.
Layered defense design for a customer support agent deployment against data exfiltration via summaries attacks, using structured function-call-only interface on Qwen 2.5 72B.
Layered defense design for a customer support agent deployment against system prompt extraction attacks, using structured function-call-only interface on Gemini 2.5 Pro.
Layered defense design for a customer support agent deployment against payload smuggling in code blocks attacks, using hash-based prompt pinning on GPT-4o-mini.
Layered defense design for a customer support agent deployment against Unicode homoglyph attack attacks, using hash-based prompt pinning on o1.
Layered defense design for a customer support agent deployment against instruction smuggling in URLs attacks, using output schema enforcement on Gemini 2.0 Flash.