Stories by manoj079

81.1% vs. 13.6%: measuring retrieval accuracy for AIcoding context without embed

Show HN: SigMap – 81.1% retrieval hit 5, 96.9% token reduce,zero deps

Show HN: SigMap – shrink AI coding context 97% with auto-scaling token budget