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Fine-Tuning Is Dead. Long Live Fine-Tuning.
Prompt engineering took us far. But for domain-specific production workloads, parameter-efficient fine-tuning is back.
Why Latency Is a Product Feature, Not an Engineering Detail
Users do not tolerate spinners. In finance and healthcare, 400ms is the difference between adoption and abandonment.
RAG Beyond Retrieval: Structured Context for Enterprise LLMs
Plain vector search falls apart at scale. How XoidLabs combines graph retrieval, semantic filters, and policy-aware context.
Building Production-Grade AI Agents at XoidLabs
How we architect deterministic AI agent systems for enterprise workloads, balancing autonomy with auditability.
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