Founders intro video — link from README + BLOG + env Space landing + model card

Clean root folder: 11 → 6 Python files, BLOG.md + README.md prominent

README: comprehensive overhaul for AI evaluation + judge first-impression

Deploy Gradio demo Space + link from README + env Space landing

README: surface all 5 charts in a 'TL;DR — story in 4 charts' section right under the headline numbers

Add journey/comparison/demo charts + push real model card to HF Hub

Real GRPO results: Llama 3.2 3B avg 0.075 -> 0.482 (6.4x) on VAPT-Env

Phases 4-7: nested inference prompt, delegation reward, Delegation Score grader, multi-agent README

Round 2 polish: defensible README claims, small-model-friendly inference prompt, brand consistency

Clean cruft files, fix README links after docs/ reorg, integrate Cursor's inference enhancements

Add root Dockerfile and update Space URLs for HF deployment

first commit