README + BLOG: link all 6 LoRAs in the ablation list to their Hub repos

README + BLOG: explicitly call out HF Jobs as our training infrastructure

README: add Training History section — 3,200 episodes across 6 GRPO runs

README: signpost the phase-wise judge demo notebook

Promote Phase 3A LoRA — Qwen 3B beats heuristic on HARD, 100% rogue catch

Promote Phase 2 LoRA (curriculum + LR=2e-5 + r=32) as the live trained lane

README: real before/after numbers from the 540-episode evaluation

README: add submission links, composable-rubric docs, plot embeds, package layout refresh

rebuilding

readme

Initializing space