ArgusRed

Development teams and small companies that face security questions from customers, investors, or auditors rely on scanners that flag hundreds of possible vulnerabilities with no way to tell which are real. This flood of unconfirmed 'maybes' causes teams to mute alerts and miss the genuine threats hidden in the noise. The page frames this as the core problem: '247 maybe-problems -> 1 confirmed hole' and notes that a scanner answering 'maybe' is not the same as a pen test answering 'yes' with evidence. Teams are left with lists of flagged issues and no clear fix, and no simple way to hand a credible security report to a customer or auditor.

ArgusRed connects to a single GitHub repo with scoped, one-click access and runs an agent that hunts for ways in, the same way an attacker would. Each candidate exploit is reproduced in an isolated sandbox mirroring the target's stack, and only confirmed, reproducible exploits are reported, with the request and response shown as evidence. Every confirmed finding ships with a pull request that patches the issue and passes existing tests, and ArgusRed re-attacks after a merge to confirm the hole is closed. The product runs on a security-tuned model that Cosine (the team behind the Cosine coding agent) post-trained specifically for this purpose, rather than wrapping an off-the-shelf API, and all code and sandbox activity stays on UK/EU servers. Pricing is $100 per repo, refunded unless a real exploit is confirmed (a finding-based guarantee), with a separate enterprise contact path for larger teams.

The page argues that conventional scanners now produce so many unconfirmed findings that teams have stopped trusting or reviewing them, letting real vulnerabilities slip through the noise ArgusRed is built to replace.