Security Blog

Open-weight models now rival frontier models. For vulnerability detection the model was never the bottleneck. With the right tooling and code understanding, the gap between open and frontier stops mattering.

Cloudflare's Project Glasswing proved the most powerful AI security model still needs multi-agent architecture and adversarial validation. SafeStackAI was built on the same principles.

SafeStackAI caught 3 high-severity vulnerabilities in EMPOAR's production contracts with a 100% true positive rate and zero false positives.

2025 will be remembered for a disturbing paradox: fewer hacks, catastrophic losses. Total stolen funds exceeded $3.4 billion. Here's what the industry got wrong.

Traditional static analysis tools scan smart contracts without understanding what the code is actually trying to do. Learn how context-aware call flow analysis changes the game.

On November 3, 2025, the Balancer V2 exploit resulted in over $120 million in losses. This incident exposes systemic gaps in how smart contract security is approached.