Fixure | Security Decision Intelligence
Turn security chaos into system clarity
209 followers
Turn security chaos into system clarity
209 followers
Security teams don’t lack data. They lack clarity. Fixure is a Security Decision Intelligence layer that sits above existing security tools. It reconciles duplicated and conflicting signals into a single model of reality, explains downstream impact, and helps teams understand what matters before taking action. Fixure doesn’t generate findings. It makes sense of what you already have.
How does the AI PM handle it when the codebase outgrows what PROPECT.md and REQUIREMENTS.md can capture? Static markdown context works early on, but once you hit 50+ files and cross-cutting features, the drift creeps back in because the docs lag behind the code. The phased Discuss to Verify loop is smart for keeping scope tight... would be interesting to see if PropelKit auto-updates those context files after each execution phase so the next Claude agent spawn starts with reality, not a stale snapshot.
@piroune_balachandran Great question this is the entropy problem, and it's core to why we built Fixure. Static context works when scale is small, but once complexity grows, reality changes faster than documentation. You see it in code docs, and we see the exact same pattern in security: vulnerability reports, risk dashboards, and scanner outputs drift away from what actually matters almost immediately.
Fixure's approach is the same shift you're describing moving from static snapshots to continuously generated context. We ingest signals across your existing security stack, correlate findings, map blast radius and dependencies, and keep risk prioritization aligned with what's actually happening in the environment. So instead of teams triaging from stale reports, they're working from a living view of what truly needs fixing.
The Discuss to Verify philosophy resonates with us too. Our algorithms continuously re-evaluate as new signals come in so prioritization doesn't drift and compound over time the way static vulnerability lists do.
If you'd like to see it in action, you can request beta access or schedule a demo from our site happy to walk you through how the context stays current under the hood.
I think you have a great solution to "what needs fixing". For me, real-time diagnostics of a computing system are a new way of looking at cybersecurity. I look forward to seeing how Fixture progresses.
@william_bowie_bba Thank you I really appreciate that. That’s exactly the perspective we’re aiming for with Fixure: moving beyond just identifying issues to clearly understanding what actually needs fixing and why it matters. Real-time clarity and actionable decisions are a big part of how we’re rethinking cybersecurity.
If you’d like to explore it further, feel free to visit our website to request beta access or schedule a demo we’d be happy to walk you through it and get your feedback as we keep building.
Looking forward to trying this! Good luck Fixure!