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Engineering insights, product updates, and lessons learned.

Anyone Can Find Your Bugs Now. Find Yours First.
AI agents now outpace humans at finding security vulnerabilities. Every code commit gets audited by hostile AI within hours of shipping.
Octopus Team·

Mythos Hunts Zero-Days. Who Reviews Your Code?
AI model finds thousands of zero-day exploits. While Anthropic restricts access, your code ships daily without deep review. Context-aware AI can help.
Octopus Team

AI Reviews Your Code. Who Else Sees It?
Protect your source code with self-hosted AI code review. Octopus Review keeps your data on YOUR servers - no cloud uploads, full compliance control.
Octopus Team