Summary
Creator Magic audits the full codebase of an open-source AI trading bot using inexpensive open models, and the entire security review costs less than 40 cents. The approach is a tiered workflow: a cheap, fast model reads the whole repository in one pass, risky findings are escalated to a larger model, and Claude Code then verifies and fixes the issues before the hardened repo is pushed back to GitHub.
The roughly 300,000-token repository is fed to GLM 5.3 Flash, which has a 1 million token context window, with no chunking or vector database required. It returns 18 findings in about 70 seconds, graded from critical to low. Five are flagged for deeper review by Kimi K3, which costs about 20 times more per token. Both models run through Telnyx’s OpenAI-compatible API, so switching models takes only a base URL and model name change.
The findings include a first-install setup page that lets a stranger set the owner password, a default install running over plain HTTP, a missing stop loss when market data has gaps, and a lockout flaw that allows repeated denial of access. The video also covers a false positive about IP spoofing that both models raised, which is a reminder to review AI audit results rather than approving them blindly. The video is sponsored by Telnyx.
📺 Source: Creator Magic · Published November 05, 2026
🏷️ Format: Workflow Case Study
