Rocket.Chat catches 17 vulnerabilities via automated PR review in 20 days
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Hacktron now powers security review for every pull request in @RocketChat. In the first 20 days of integration, Rocket․Chat has found and fixed 17 real vulnerabilities, including a critical-severity account takeover (CVE-2026-55666), and a token replay attack (CVE-2026-55759).
Each review ran in ~1-2 minutes, with accurate codebase and threat model context. As @juliocfa_, Director of Security at @RocketChat put it: "False positives become less frequent, improving accuracy and cutting the time spent triaging non-issues." https://t.co/6kudrlLy7v
Context
Hacktron AI says its automated pull-request review tool now runs on every PR submitted to Rocket.Chat, an open-source team chat platform. In the first 20 days of that integration, Rocket.Chat found and fixed 17 real vulnerabilities, including a critical-severity account-takeover bug tracked as CVE-2026-55666 and a -replay bug tracked as CVE-2026-55759. Each review ran in roughly one to two minutes, using codebase and threat-model specific to the project. Rocket.Chat's Director of Security said in the thread that the tool made false positives less frequent, which cut the time the team spent triaging non-issues.
- token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.
- context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
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