Hey everyone! We just launched Riftur on Product Hunt today

Riftur is a tool that helps you compare any two documents and instantly spot what s missing, misaligned, or only partially addressed. Whether you're working on proposals, audits, compliance checklists, internal docs, or even essays and rubrics, it highlights the gaps so you don t have to go line-by-line.

Hey PH community!
We re preparing to launch Riftur, an AI tool within the gap analysis space that helps you compare two documents and instantly see what s missing, incomplete, or inconsistent. It s designed for anyone who works with requirements vs. deliverables proposals, audits, compliance matrices, education materials, internal SOPs, etc.

We ll be going live on Product Hunt soon, but before we do, we d love to gather some early feedback from this group:

• Does the problem/solution resonate with you?

• Which use cases feel strongest?

• What would make the product more appealing ahead of launch?

Really appreciate any thoughts. Excited (and slightly nervous) to share Riftur with everyone soon

A tagline is the first piece of content a user will see about your product on the leaderboard. It's so important that you get it right. You should be able to get a really solid idea of what your product is just by reading a handful of words.

In the spirit of forever optimising our taglines, I wanted to do a little experiment:

A tagline is the first piece of content a user will see about your product on the leaderboard. It's so important that you get it right. You should be able to get a really solid idea of what your product is just by reading a handful of words.

In the spirit of forever optimising our taglines, I wanted to do a little experiment:

Hey everyone ! Over the past few months, I ve been digging deep into how organizations across all kinds of industries handle compliance and operational readiness, everything from regulatory frameworks to internal audits, quality programs, policy requirements, certifications, and vendor assessments.

The more teams we talked to, the more obvious it became that gap analysis is still painfully manual. Everyone seems to have their own improvised system: huge spreadsheets, scattered docs, outdated trackers, and hours spent re-reading the same policies just to figure out what s missing.

We ve been tinkering with this idea for a while and built Phantomshift! We just published a breakdown with a full demo video showing how it plays out in the Recon phase of a red team mission. Instead of spitting out canned try sudo -l advice, the AI stays in your terminal, tracks what you ve already done, and nudges you toward the next logical move.

It s weirdly fun watching it act more like a sparring partner than a chatbot!

You re midway through a pentest. Recon s wrapped, two privilege escalation paths have failed. You flip over to ChatGPT hoping for something useful and it spits out the usual suspects: SUID binaries, kernel exploits, weak folder perms. It doesn t know your host, it doesn t know your tools, it doesn t know what phase you re in, and that s the real problem.

We asked: what would it take to build an assistant that actually thinks like an operator under pressure? So we built PhantomShift, a research prototype that acts like a tactical copilot observing your terminal, understanding context, and recommending your next best move mid-engagement.
Think of it as your unblinking, recall-perfect operator ready to train the next generation of cybersecurity pros by having it support operator training and tactical development.

Hey everyone! ,

I started out as a software engineer with a background in computer engineering, but somewhere along the way I realized I was just as excited about people as I was about tech! That curiosity led me into customer development, early traction work, and helping shape ideas into things real users actually want.

I m especially into cybersecurity, rapid prototyping, AI/ML, and go-to-market strategy (big fan of the Bullseye Framework). I love building with fast feedback loops and figuring out where new tech can actually land in the world. Outside of work, I m a huge Lego nerd , love dancing , and always down to meet new people working on weird or ambitious ideas!