A rule of thumb from builders who've lost money ignoring it: Don't exceed 55% context window fill. Beyond that threshold, hallucination rates spike. Attention dilutes. The agent starts making decisions on noise. A 200-token system prompt can eliminate 2,000+ tokens of corrective context later in the chain. Context is infrastructure. Treat it like one.(1inch)