@testmachine_ai

TestMachine is an AI-powered smart contract security platform featuring Azimuth, an autonomous attack agent that tests contracts on-fork to find exploitable vulnerabilities.

The platform reports 86.3% detection rate on EVMBench with ~2.7% false positives, has caught multiple critical vulnerabilities in live protocols worth millions, and recently disclosed a Ledger Ethereum app vulnerability affecting all users.

Founded Dec 2022, ~2.4k followers, backed by undisclosed investors, the team has demonstrated real-world impact including confirmed bounties and catching a $75M Tectonic exploit pattern.

Green flags: Concrete technical performance metrics (86.3% detection on EVMBench, 2.7% false positive rate) · Multiple confirmed critical vulnerability discoveries in live protocols with bounties paid · Responsible disclosure track record (Ledger vulnerability disclosure, Tectonic analysis) · Early-stage footprint (<2.5k followers, account <2 years old) with working product · Integration with established platforms (Sherlock Audit Engine participation) · Real testimonials from Coinbase security engineer and independent auditors

Red flags: Team members not named or prominently featured on website · Investor backing mentioned ('Backed by the Best') but backers not disclosed · Business model and token strategy unclear (no token mentioned)