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ai_tools_analysis/HACKATHON_TOOLS_REPORT.md

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# AI Tools for Hackathon (February 11-12)
> **Quick Navigation:** [README.md](README.md) \| [INDEX.md](INDEX.md) \| [SUMMARY_REPORT.md](SUMMARY_REPORT.md)
## Quick Decision Guide
**Question:** Can I use this tool with our enterprise codebase?
---
## SAFE FOR ENTERPRISE CODEBASE
These tools **do not train on your code** and can be used with proprietary/enterprise projects:
### Development Tools
| Tool | Free Tier | Why It's Safe |
|------|-----------|---------------|
| **Continue.dev Solo** | $0 (fully functional) | Open source, air-gapped capable, NO training |
| **Claude Code Team/Enterprise** | $25-60/user/month | NO training, SOC 2 certified, ZDR option |
| **GitHub Copilot Business** | $19/user/month | Code NOT used for training, no retention |
| **GitHub Copilot Pro** | $10/user/month | Code NOT used for training by default |
| **Google Gemini Standard** | $19/user/month | NO training, 55-day abuse monitoring only |
| **JetBrains AI** (any tier) | Included with IDE license | NO training on customer code |
### Design Tools
| Tool | Safe Tier | Why It's Safe |
|------|-----------|---------------|
| **UX Pilot** (any paid tier) | $19-29/month | Does NOT train on designs at any tier |
| **Uizard Business/Enterprise** | $39+/month | Business tier: NO training |
| **Lovable Business/Enterprise** | $50+/month | Business tier: opt-out by default |
| **Maze AI** | Free or paid | Uses OpenAI/Anthropic APIs (no training) |
### Testing Tools
| Tool | Free Tier | Why It's Safe |
|------|-----------|---------------|
| **Diffblue Cover** | FREE (25 methods/mo) | On-premises AI, code never leaves your machine |
| **BrowserStack** | Free trial | Immediate data wipeout after every test |
| **Applitools** | 14-day trial | NO training on screenshots |
| **Testim** | Community plan | NO training on customer data |
| **Equally AI** | 7-day trial | GDPR compliant, no PII collected |
### Security Tools
| Tool | Free Tier | Why It's Safe |
|------|-----------|---------------|
| **Aikido** | Free for students/OSS | SOC 2 Type II, ISO 27001, NO code storage after scan |
| **Snyk** | Free tier available | Only trains on open source, never customer code |
---
## USE ONLY FOR NEW HACKATHON PROJECTS
These tools **may train on your data** or have **privacy concerns**. Use them only for projects created during the hackathon:
### Development Tools
| Tool | Issue | Alternative |
|------|-------|-------------|
| **Claude Code Free/Pro/Max** | Training opt-in available, may train if enabled | Use Team ($25) or Enterprise |
| **GitHub Copilot Free** | May use data for model improvement | Use Pro ($10) or Business ($19) |
| **Google Gemini Free** | Consumer privacy policy applies | Use Standard ($19) |
| **Google Antigravity** | Preview: no SOC 2, code may train, security limitations | Wait for GA or use Gemini Code Assist |
### Design Tools
| Tool | Issue | Alternative |
|------|-------|-------------|
| **Uizard Free/Pro** | TRAINS on your designs | Use Business ($39) or UX Pilot |
| **Lovable Free/Pro** | TRAINS unless you manually opt-out | Use Business ($50) or UX Pilot |
| **Galileo AI Free/Starter** | ALL OUTPUTS ARE PUBLIC | Use Pro ($39) minimum or UX Pilot |
### Testing Tools
| Tool | Issue | Alternative |
|------|-------|-------------|
| **Virtuoso QA** | TRAINS on data by default, opt-out requires contract negotiation | Use Testim or Applitools |
---
## GOLD STANDARD (Highest Security)
Best options if maximum privacy is required:
1. **Continue.dev** ($0) - Can run 100% offline with local LLMs (Ollama)
2. **Diffblue Cover** ($0-30/mo) - AI runs entirely on-premises
3. **BrowserStack** (~$299/mo) - Zero data retention (wiped after each test)
---
## RECOMMENDED HACKATHON STACK
### If Using Enterprise Code:
**Development:**
- Continue.dev Solo (free) OR GitHub Copilot Pro ($10/mo)
**Design:**
- UX Pilot Standard ($19/mo) - safest design tool
**Testing:**
- Diffblue Community (free) for Java unit tests
- BrowserStack (free trial) for browser testing
**Security:**
- Snyk Free for vulnerability scanning
### If Building New Projects Only:
Feel free to experiment with any tool - even the ones that train on data, since it will be new non-proprietary code created during the hackathon.
---
## Quick Reference Card
### SAFE (use with enterprise code)
```
Development: Continue.dev, Claude Code (Team/Enterprise), GitHub Copilot (Pro/Business), Google Gemini Standard, JetBrains AI
Design: UX Pilot, Uizard Business+, Lovable Business+, Maze AI
Testing: Diffblue, BrowserStack, Applitools, Testim, Equally AI
Security: Aikido, Snyk
```
### CAUTION (new projects only)
```
Development: Claude Code (Free/Pro/Max), GitHub Copilot Free, Google Gemini Free, Google Antigravity
Design: Uizard Free/Pro, Lovable Free/Pro, Galileo AI Free/Starter
Testing: Virtuoso QA (all tiers)
```
### AVOID ENTIRELY
```
Galileo AI Free/Starter - designs become PUBLIC (visible to everyone)
```
---
## Pricing Summary (Monthly)
| Tool | Free Tier | Entry Paid | Notes |
|------|-----------|------------|-------|
| Continue.dev | $0 (full) | $10 (Team) | Best value |
| Claude Code | Free (limited) | $20 (Pro) | $25-60 for Team/Enterprise (no training) |
| GitHub Copilot | Limited | $10 (Pro) | $19 for Business |
| Google Gemini | 180K/mo | $19 (Std) | Generous free tier |
| Google Antigravity | Free (preview) | TBD 2026 | Currently in Public Preview |
| UX Pilot | Trial only | $19 (Std) | Safest design tool |
| Uizard | 3 gens/mo | $12 (Pro*) | *Use Business $39 for safety |
| Lovable | 30/month | $25 (Pro*) | *Use Business $50 for safety |
| Diffblue | 25 methods | $30 (Dev) | On-premises AI |
| Snyk | Limited | ~$105/dev | Team tier |
---
## Key Takeaways for Hackathon
1. **FREE + SAFE for enterprise code:** Continue.dev Solo, Diffblue Community, Snyk Free
2. **Best design tool:** UX Pilot (no training on any tier)
3. **Claude Code:** Safe with Team/Enterprise plans; Free/Pro/Max can train if opted-in
4. **Google Antigravity:** NOT recommended for enterprise code (Public Preview, no compliance certs)
5. **Avoid Galileo AI free/starter:** Your designs become public
6. **Avoid Virtuoso QA:** Trains on your data by default
7. **When in doubt:** Use Continue.dev - it's free, open source, and can work completely offline
---
**Report Generated:** February 2, 2026
**Source:** Based on detailed evaluations of 21 AI tools across Design, Development, Testing, and Security categories.
---
### 📚 Related Documentation
- **[README.md](README.md)** - Main project status and overview
- **[INDEX.md](INDEX.md)** - Full list of all 19 tool evaluation files
- **[SUMMARY_REPORT.md](SUMMARY_REPORT.md)** - Comprehensive enterprise compatibility analysis
- **[TASK_Hackathon_tools.md](TASK_Hackathon_tools.md)** - Original hackathon context and requirements