Open
Canary
Few builders have shipped here. The gap is still unclaimed.
Canary is an autonomous AI agent that red-teams other AI systems for prompt injection — live, in a real browser — and only reports a finding once the target itself proves it.
- Opportunity 6
- Novelty 7
- Usefulness 7
- Commercial 4
- Buildability 5
- Who
- Builders who need a weekend-scoped product with public proof
- What
- Canary is an autonomous AI agent that red-teams other AI systems for prompt injection — live, in a real browser — and only reports a finding once the target itself proves it.
- Why
- SaaS or agency offer if commercial_score >= 6 else portfolio piece
- How
- Fork the cited repo or rebuild the core loop in a week
Source & credit
- Original project — https://devpost.com/software/canary-9a2kd8
- Submitted to OpenAI Build Week