Superform’s Security-First Architecture: Continuous Protection With Octane

Security-First Development

Superform is an onchain wealth platform that lets users save, swap, send, and earn the best returns in a single tap. Its mission is to make yield accessible and effortless, so anyone can earn more from their assets in one unified experience.

This vision demands precision and safety. Every automated swap, bridge, and vault interaction must execute flawlessly and securely across chains. From the beginning, the Superform team approached development with a security-first mindset.

That’s where Octane fits in seamlessly. To embed security directly into developer workflows, Superform integrated Octane’s AI-powered offensive security engine into its CI/CD. Every pull request now undergoes hundreds of attack simulations and semantic pattern checks to identify and fix issues early.

This proactive, always-on system alerts engineers the moment an issue appears, turning security into something continuous and deeply built into the way Superform ships code.

Meet Superform

Superform is reimagining how people grow their wealth onchain. Built across major EVM networks such as Ethereum, Base, Optimism, Arbitrum, and more, it gives users a seamless way to save, swap, send, and earn all in one platform.

Behind that simplicity lies a powerful modular architecture built for scale. Superform V2 introduces a system of Smart Accounts and Hooks that makes every action, from deposits to cross-chain transfers, fully programmable and composable. Each component can be reused, extended, or combined to create new yield flows, giving developers the freedom to build while maintaining a unified, gas-efficient framework. This modularity allows users and builders to access opportunities across chains as if they were part of a single ecosystem.

For Superform, this level of flexibility brings both opportunity and responsibility. Every new module, hook, and validator expands what’s possible but also increases the surface area that must be protected. To maintain speed while prioritizing safety, the team made Octane an essential part of their development workflow.

Octane continuously analyzes Superform’s smart contract code, scanning for logic flaws, edge cases, and potential issues that might emerge as new components are introduced. This constant feedback loop allows engineers to iterate faster, ship code confidently, and focus on precision from day one.

Pre-Deployment Security

Before code is deployed, Superform relies on Octane to simulate how each component behaves under real-world conditions. Every hook, module, and integration is automatically analyzed pre-deployment to ensure complex cross-chain operations remain predictable and secure.

Octane’s AI engine runs contextual simulations, tracing data flow through smart account modules, validating hook chaining, and testing call sequences for logic or execution flaws. This allows Superform’s engineers to identify edge cases early and fix them immediately.

Since integrating Octane, Superform has enhanced its security with measurable results:

• 20 total security analyses performed
• 319,296 lines of code analyzed
• 385 total findings identified
• $110M+ TVL protected

Agent-Generated Hooks

As Superform explores agent-generated Hooks, continuous pre-deployment security is becoming even more essential. These autonomous agents design and propose new yield-optimizing hooks built on the Superform V2 Core architecture. Each agent-created hook inherits from the `BaseHook` contract, defines its `HookType` and `HookSubtype`, and implements secure data decoding and execution paths using the `HookDataDecoder` library. Once generated, the hook is analyzed by Octane for real-time security intelligence.

By combining agent-driven creation with AI-driven security, Superform is laying the groundwork for a new model of autonomous development: one where intelligent agents can write, test, and refine onchain logic, while Octane ensures every line of code meets the highest standards of safety and precision.

Building Confidence Into Every Commit

For Superform, security is an essential part of the build process. With Octane embedded directly into CI/CD, engineers can explore new architectures, test agent-generated hooks, and ship faster with confidence.

Ready to embed security into your development process? See Octane in action and find out how we help teams like Superform build securely from day one.