Chicago, IL

Sam Valladares

@samvallad33

Founder of VestigeMCP | Web3 Security / Smart Contract DevSecOps | Control-plane security, multisigs, timelocks, governance, proposal intent, drift

vestige. Vestige gives AI agents sharp memory: a local-first Rust MCP server that reaches backward through time to find the quiet change, decision, or service that caused today’s failure, not the lookalike.

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nullgaze-scanner. AI code security scanner — detect leaked secrets, anti-patterns, and vulnerabilities in AI-generated code. Built in Rust.

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engram. FSRS-6 Adaptive Medical Visual Diagnosis Training | Kaggle MedGemma Impact Challenge 2026

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Vanguard. VANGUARD — Real-time AI vishing shield and adversarial training platform. Clone a voice in 10 seconds, detect social engineering tactics with Mistral Large structured output, and train against an adaptive AI scammer in live roleplay. Built with Mistral AI, ElevenLabs, and faster-whisper.

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ahagraph. AhaGraph maps the explanations, confusions, and concepts that make code click. Powered by Vestige.

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pathfinder. Your AI learning partner that remembers what makes things click for you.

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