Hey Indie Hackers, I'm solo-building CascadeGuard, a real-time risk platform for tokenized finance. TradFi and DeFi are converging into 24/7 markets where liquidity shocks can trigger rapid cross-venue cascades. Existing tools remain fragmented, missing early contagion signals. CascadeGuard fuses macro + on-chain data to detect stress early with systemic/portfolio scoring, alerts, simulations, and regime replays.Still an early high-fidelity mockup — no backend yet.→ Preview: https://patternos.com/
→ Full thesis: https://patternos.com/thesis
Would love feedback from anyone in fintech, hedge fund, otc or crypto desk, risk, or RWAs. What signals or features would be most useful? Thanks for checking it out!
Congrats on the launch, looks solid. How are you currently thinking about acquiring early users and gathering feedback?
One thing that's become clear building this: current quant models (VaR, stress tests, etc.) were designed for 9-5 markets with slow-moving liquidity. In tokenized 24/7 worlds, plumbing matters more — stablecoin reserves, cross-chain bridges, perp funding rates, CEX order books, repo/SOFR spreads all interact in real time.CascadeGuard is trying to map that plumbing for early systemic signals. Curious what quants/risk folks think — are there specific plumbing metrics you'd want tracked?"