Viewing profile — sophia-martinez

We recently ran an experiment comparing real M&A due diligence documents (technical overviews, security controls, retention policies, and integration requirements) to see what inco…

I’m building something that keeps finding gaps I didn’t realize were gaps. It’s called Riftur, a gap analysis tool that compares two documents and highlights gaps, missing requirem…

We built Riftur to automate the repetitive work involved in document gap analysis. Many teams still compare requirements to drafts manually—switching between two documents, highlig…

Hi HN, we built Riftur to automate the repetitive work involved in document gap analysis. In many roles and industries, people still compare requirements to drafts manually—switchi…

I've been tinkering with this idea for a while and built Phantomshift! I just published a breakdown — with a full demo video — showing how it plays out in the Recon phase of a red …

You’re working through a red team lab or real engagement. You’ve handled recon, started poking at privilege escalation paths, and hit a few dead ends. You know there’s more to expl…

We’ve been thinking about what federal procurement might look like if it actually prioritized working software over perfect paperwork. Picture this: instead of writing a 100-page R…

Good question — we’re thinking about it as a way to support operator training and tactical development. It’s not about giving you the answer, but about exposing the range of reason…

You’re midway through a pentesting engagement. Recon’s wrapped, and a couple of privilege escalation paths have already failed. You flip over to ChatGPT hoping for something useful…