Quick Reproduction: add Windows PowerShell + cmd.exe variants alongside bash

Add live Slack bot demo + YouTube video + BLOG section on production deployment

Add live Slack bot demo + YouTube video + BLOG section on production deployment

Add LICENSE, Datadog + Splunk importers, Quick Reproduction section in README

Final polish: fix WORKERS default in README

Final polish: consistent baseline numbers (0.857), update BLOG title (drop 3AM), add V1+V2 loss curves to BLOG, fix README baseline chart

Update baseline numbers: medium=0.970 (was 0.985), avg=0.857 (was 0.861) - reflects latest live HF run

README: fix tools/samples 404 in submission table, standardize all artifact URLs to GitHub, Blog

Fix README URLs (tools/samples folders, env/models.py path, Colab links) + remove credits mention from BLOG

Add comprehensive URL/links section - all judge-accessible URLs

Update README + BLOG: two-stage training, multi-agent, PagerDuty integration

Add pitch deck (LFS) and embed charts in README

Update README for Round 2 — Theme #3.1 positioning + training results

Update baseline scores to match live Space output

FINAL: stdout format + README updated + expert scenario + all fixes

Add expert scenario - security breach, 4-level difficulty, updated README and openenv.yaml

README: add Why This Is Challenging section + determinism note

README - add Key Innovations, determinism note, baseline explanation

Fix README - add HuggingFace metadata header

final - README + grader fixes + service_match bug fix

initial commit