How engineering leads, investors, and founders deploy autonomous agent crews to run deep code audits, security vulnerability scans, and architecture reviews in cloud sandboxes.
Technical due diligence is one of the most critical yet time-consuming phases of startup acquisitions, venture investments, and enterprise software handoffs. Senior engineers spend weeks manually reviewing code repositories, checking open-source licensing compliance, mapping cloud architecture, and hunting for hidden security flaws.
With autonomous agent teams on
Decillion, technical teams can conduct comprehensive, multi-layered code audits in a fraction of the time and cost of traditional consulting firms.
The multi-agent audit crew in action
Conducting an effective audit requires different perspectives analyzing the codebase simultaneously. A Decillion technical audit project staffs specialized agents that inspect distinct vectors:
• Dependency & License Sentinel: Flags outdated packages, unmaintained dependencies, and GPL license contamination across package managers.
• Security & OWASP Auditor: Discovers SQL injection risks, exposed authentication tokens, broken access control vectors, and cryptographic weaknesses.
• Architecture & Scalability Modeler: Maps service boundaries, database index efficiency, caching layers, and potential database bottleneck queries.
• Test Suite & Coverage Inspector: Executes test suites inside an isolated cloud sandbox, identifying flaky tests and untested critical paths.
Real execution vs surface-level static linters
Standard static analysis tools produce thousands of noisy, low-priority warnings without business context. In contrast, autonomous agent crews in Decillion run the codebase inside live cloud sandboxes, tracing real data flows, analyzing execution behavior, and verifying actual vulnerabilities.
The crew compiles their findings into an executive due diligence report featuring severity rankings, architecture dependency diagrams, and prioritized remediation pull requests.
Bring your engineering partners into the loop
Once the initial audit is compiled, CTOs, lead developers, and investors can join the project room to review findings, ask targeted follow-up questions to the audit agents, or bring in human security consultants to conduct final penetration tests.
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