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⏰ 48-HOUR HACKATHON COUNTDOWN

TODAY (March 8 - Saturday)

✅ HOUR 1 (NOW): Environment Setup 

# Fix Python environment
rm -rf .venv
python -m venv .venv
source .venv/bin/activate  # On Windows: .venv\Scripts\activate

# Install core only (5 min)
pip install fastapi uvicorn pydantic sqlalchemy psycopg2-binary langchain langgraph openai

# Test
python -c "from app.db.models.user import User; print('✓ OK')"

Expected time: 10 minutes Success criteria: No Import errors

✅ HOUR 2-3: Run Demo Script 

# Test the demo without full Docker
python HACKATHON_DEMO.py

# Should display full workflow
# If it runs: ✅ You're good!

Expected time: 5 minutes Success criteria: Demo runs, no errors

✅ HOUR 4-5: Create Demo Video 

# Install OBS Studio (free screen recorder)
# https://obsproject.com/

# OR use QuickTime (Mac) / Windows Game Bar (Windows)

# Record HACKATHON_DEMO.py output while narrating
# Script:
"""
AI scientists face too many papers.
Meet AI Scientific Co-Investigator.

Upload papers, it finds contradictions,
generates hypotheses, and designs protocols.

Powered by K2 Think V2 for deep reasoning.
Built with LangGraph for orchestration.

Watch:
[Show demo running]

The workflow: 7-step reasoning with self-consistency.
Each step validated by K2.
Each result auditable and reproducible.

This is production-ready AI for science.
Built with K2 Think V2.
"""

Expected time: 30-45 minutes Success criteria: 5-min video, MP4 format, clear audio

✅ HOUR 6: Prepare Submission 

# Copy HACKATHON_SUBMISSION.md content
# Fill in your details:
- GitHub repo URL
- Your name/team
- Video URL (will get after upload)
- Any customizations

Expected time: 15 minutes

✅ END OF DAY 1 (March 8)

  • Environment working
  • Demo runs locally
  • Video recorded & saved locally
  • Submission text prepared
  • GitHub repo public with all docs

TOMORROW (March 9 - Sunday)

⚠️ MORNING: Final Quality Check 

# Test one more time
python HACKATHON_DEMO.py

# Watch your demo video back
# Check:
- ✓ Audio clear?
- ✓ Screen visible?
- ✓ 5 min or less?
- ✓ No errors in demo?

Expected time: 20 minutes

📤 MIDDAY: SUBMIT!

Go to: https://build.k2think.ai/demo-submission/

Upload:

  1. Video file (hackathon_demo.mp4)
  2. GitHub link
  3. Fill form with HACKATHON_SUBMISSION.md content
  4. SUBMIT

That's it!

✅ AFTERNOON: Celebrate + Polish

After submitting:

  1. Update GitHub README with "Submitted to K2 Hackathon"
  2. Share on LinkedIn/Twitter (show it's submitted)
  3. Await results (judging happens March 10-12)

March 10 (DEADLINE DAY)

❌ DO NOT DO THIS:

  • ❌ Major code rewrites
  • ❌ New features
  • ❌ Long refinements
  • ❌ Late submissions (deadline passes!)

✅ IF YOU HAVEN'T SUBMITTED:

  • ⏰ SUBMIT IMMEDIATELY before midnight
  • Use simpler version if needed
  • Working > Perfect

🎯 WAIT FOR RESULTS

  • Results likely March 12-15
  • Winners announced in K2 Slack/email
  • Top 10 projects get visibility
  • Top 3 get $$ and mentorship

📋 FINAL CHECKLIST

Code/Technical

  • python HACKATHON_DEMO.py runs without errors
  • Requirements.txt has all packages
  • GitHub repo is public
  • README.md is clear
  • Architecture diagram visible (ARCHITECTURE.md)

Demo Video

  • MP4 format
  • 5 minutes or less
  • 1080p quality
  • Audio is clear
  • Shows: input → workflow → results
  • Mentions K2 Think V2
  • File is under 500MB

Submission

  • Title clearly states K2 integration
  • Problem statement is compelling
  • Solution section explains K2's role
  • Why K2 section is specific
  • Tech stack is clear
  • Impact metrics included
  • Video link works
  • GitHub link works
  • Email is correct

Legal/Admin

  • You own the code (or permissions are clear)
  • No corporate secrets exposed
  • No personal data in demo
  • API keys NOT in public code
  • Submission sent BEFORE deadline

🚨 EMERGENCY FALLBACK

If something breaks:

  1. Python won't run?

    pip install --force-reinstall requirements.txt

  2. Demo crashes?

    python HACKATHON_DEMO.py 2>&1 | head -50
# Debug the error, fix, re-run

  3. Video too large?

    # Re-export at lower bitrate in video editor
# Or use: ffmpeg -i input.mp4 -crf 28 output.mp4

  4. Can't meet deadline?

    • Submit incomplete video + code
    • Working code > Polished nothing
    • Judges give partial credit

💡 WINNING TIPS

What Judges Look For

  1. ✅ K2 Integration - How deeply do you use K2?

    • You: LangGraph orchestration + K2 at every step = strong

  2. ✅ Reasoning Depth - Is there actual reasoning?

    • You: 7-step pipeline + self-consistency = strong

  3. ✅ Problem/Solution - Real or hypothetical?

    • You: Scientists actually waste time on this = real

  4. ✅ Production Readiness - Can this scale?

    • You: Docker + deployment docs + architecture = ready

  5. ✅ Execution Quality - Is code clean and documented?

    • You: 9 markdown docs + clean code = strong

Your Competitive Advantage

  • Most projects: "AI chatbot"
  • You: "AI reasoning engine for science"
  • Most projects: K2 as an API
  • You: K2 orchestrated in LangGraph
  • Most projects: MVP quality
  • You: Production-ready

You win on DEPTH, not complexity.

🏆 WHAT YOU'LL GET

If You Win

  • Prize money ($5K-$30K depending on tier)
  • K2 platform credit ($5K+)
  • Media exposure (K2 blog, LinkedIn feature)
  • Investor intro (K2 + their partners)
  • Mentorship (K2 technical team)

If You Don't Win

  • Portfolio piece (demonstrates AI orchestration)
  • K2 platform credit (consolation prize usually)
  • Networking (other teams, judges)
  • Learning (real feedback from K2 team)

📞 SUPPORT DURING HACKATHON

If stuck:

  1. Check: HACKATHON_URGENT.md
  2. Read: ARCHITECTURE.md (how it works)
  3. Run: HACKATHON_DEMO.py (proves it works)
  4. Test: QUICK_START.py (debugging help)
  5. Email: Contact through build.k2think.ai (K2 team support)

🎬 SUMMARY: 48-HOUR PLAN

When What Time Status
Today 1h Fix env 10m ⏳
Today 2h Run demo 5m ⏳
Today 4h Record video 45m ⏳
Today 5h Prepare submission 15m ✅
Tomorrow am Quality check 20m ⏳
Tomorrow pm SUBMIT! 5m 🔴 CRITICAL
March 10 Await results ... ⏳

🚀 YOU'VE GOT THIS!

Your stack is perfect for this hackathon.

  • K2 integration: ✅
  • Deep reasoning: ✅
  • Production-ready: ✅
  • Compelling story: ✅

Just submit it!

The only way to lose is to not submit before March 10.

Submit now, refine later.

Good luck! 🎊

Questions? Check repo docs or K2 support.

Deadline: March 10, 2026 at 23:59 UTC ⏰

Go submit! 🚀