AI Code Analysis

Reported Context (4)

The setup was a bounded version of the harness behind our AI Code Analysis. We replaced the model for the primary stage responsible for code exploration and reasoning with each of our contenders and gave the agent 30 Aikido Benchmark Finds DeepSeek V4 Pro Leads AI Vulnerability Discovery
Pick your model well, but then spend your serious effort on the harness. That's why we build our own tools, including Aikido's AI Code Analysis and AI Pentesting, as harnesses first. How AI Agent Harnesses Shape Security and Contain Models
Hundreds of agents, full pentest on every deploy via Infinite, AI Code Analysis, AutoFix PRs Astra Alternatives for Automated Penetration Testing in 2026
In Aikido, this runs as part of the AI Code Analysis, so the Data Exposure Audit sits alongside the rest of the code review rather than as a separate data-access integration Code-Based DSPM Traces Sensitive Data Exposure to Application Code

Vendors (14)

Products (21)

Industries (1)

Note: Related entities, including threat actors, malware, CVEs, MITRE ATT&CK techniques, vendors, products, tools, countries, and industries, are shown when they appear in the same reporting. Their presence does not necessarily mean they were targeted, compromised, vulnerable, responsible for the activity, or directly involved in the incident.