LiteLLM, RAGFlow, Kestra: Your AI Gateway Is a Control-Plane Target
AI gateway security after Microsoft's August findings: find exposed LiteLLM, RAGFlow and Kestra hosts in Azure, isolate them, rotate keys, detect abuse.
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Tag
Tag: LLM
5 articles
Fine-Tuning vs RAG vs Prompt Engineering: Choosing the Right Approach for Enterprise AI Apps
Fine-tuning vs RAG vs prompt engineering compared: what each actually changes, honest cost profiles, and a decision framework for enterprise AI apps.
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Prompt Caching with the Anthropic SDK: Cut Token Costs by 90%
Anthropic prompt caching turns repeated context into a 90% discount — here's the exact cache_control setup, math, and failure modes to check.
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LangGraph vs CrewAI: Choosing an Agent Framework in 2026
LangGraph vs CrewAI compared on control flow, debugging, and cost so you pick the right multi-agent framework the first time.
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Multi-Vendor LLM Orchestration: The Advocate/Adjudicator Pattern with GPT, Claude, and Gemini
Multi-provider LLM orchestration runs GPT, Claude, and Gemini as independent advocates, adjudicates one answer, and gates it — cutting single-model risk.
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