An Octra contributor describes building an automated security pipeline over roughly three months and 300-plus hours, using Claude, Codex, Kimi and DeepSeek on public code only. The author says incoming bug bounty applications fell sharply since July and now stand at zero, and that human-submitted bugs through August had already been caught by the fleet weeks earlier. The author reports 1,059 papers processed, 2,101 files and 690,938 lines reviewed, and about $1,000 monthly cost, while noting the work is not exhaustive and that fixes remain human-written.

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