Long Context Isn’t Free — I Built a Safe Prompt-Pruning Layer That Makes LLM Systems Work

«LLMs don’t fail because they forget—they fail because they remember too much. As conversations grow, prompts accumulate redundant and low-value tokens, driving up cost and latency while silently degrading output quality....»