Jonathan Kingston 3/2/2026

Context gathering for AI: a tradeoff guide

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This technical article analyzes the critical tradeoffs between different AI context-gathering strategies: existing tooling, RAG, long context windows, agentic tool use, and Supervised Fine-Tuning (SFT). It provides a detailed comparison of their impact on latency, cost, freshness, and traceability, helping developers and engineers choose the right approach for integrating AI into applications.

Context gathering for AI: a tradeoff guide

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