root@studio:~$ cd
Tracing route… ///
Tracing route… ///
We build products by understanding the root cause first. Explore our research into fundamental problems and the solutions we're developing.
Protect victims before the damage is done, without ever holding what endangers them
Current anti abuse infrastructure only activates after content is published, leaving victims unprotected during the threat and coercion phase where most harm actually occurs. Systems that collect intimate images for evidence or blocking create catastrophic single points of failure.
Protect victims before the damage is done, without ever holding what endangers them
A system architecture that activates on the threat itself, not publication, and proves through its own constraints that it cannot become the next breach.
Find the real reason an AI agent failed
A trace tool that walks an AI agent session backwards to find the cause of the failure instead of just showing you the logs.
Take your monthly bills back from the apps that own them
A local first tool that finds every subscription, shows what you actually use, and lets you cancel or go one time purchase without a company harvesting your bank data.
Self-healing test automation with AI
An automated QA platform that uses AI to create, maintain, and heal tests automatically.
Dynamic pricing based on market demand and inventory
A pricing engine that automatically adjusts product prices based on real-time market conditions, competitor pricing, inventory levels, and demand patterns.
Track engineering productivity without burnout
A monitoring tool that tracks developer activity patterns to identify burnout risks, optimize team allocation, and improve delivery predictability.