The latest articles on DEV Community by Adam M (@adamm285). https://dev.to/adamm285 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4100952%2F38e5e529-9888-4d33-86d8-af1119b09949.jpg https://dev.to/adamm285 en Adam M Sun, 30 Aug 2026 04:29:35 +0000 https://dev.to/adamm285/building-the-cybernetic-security-fleet-autonomous-smart-contract-auditing-with-google-cloud--4bfc https://dev.to/adamm285/building-the-cybernetic-security-fleet-autonomous-smart-contract-auditing-with-google-cloud--4bfc <blockquote> <p><em>Note: This technical write-up was created for the purposes of entering the Google Cloud &amp; Devpost #AllThingsAgenticHackathon.</em></p> </blockquote> <h2> 1. The Problem </h2> <p>Traditional smart contract security linters generate high false-positive rates while failing to catch deep, multi-block economic invariant breaks—such as ERC-4626 vault share inflation, lending pool bad debt, and low-float governance attacks.</p> <h2> 2. Technical Architecture &amp; Google Tech Stack </h2> <p>The <strong>Cybernetic Security Fleet</strong> is an autonomous 133-module auditing rig designed to automate the discovery, invariant fuzzing, exploit proof-of-concept synthesis, and disclosure lifecycle.</p> <ul> <li> <strong>Agent Orchestration &amp; Reasoning:</strong> Google GenAI SDK orchestrating Gemini and Gemma models to analyze AST graphs and generate standalone Foundry exploit code.</li> <li> <strong>Google Cloud Infrastructure:</strong> Telemetry ingestion, compute execution, and audit artifact archiving hosted on Google Cloud Run and GCP backend services.</li> <li> <strong>Invariant &amp; Fuzzing Engines:</strong> Stateful execution harnesses generating zero-phantom-pass test coverage.</li> </ul> <h2> 3. Key Achievements </h2> <ul> <li> <strong>100% Reproducible Exploits:</strong> Discovered invariant breaches are automatically transpiled into runnable Foundry tests.</li> <li> <strong>Instant Triage &amp; Dispatch:</strong> Real-time generation of markdown disclosure reports alongside Discord webhook breach notifications.</li> <li> <strong>Test Suite:</strong> 292/292 tests passing across continuous verification pipelines.</li> </ul> <p>Built with Google Cloud, Gemini, and Python.</p> allthingsagentichackathon