Machine-Speed Security for AI-Written Code

Agents now write code faster than any human team can review it — and AI attackers weaponize the flaws just as fast. Higher volume with less scrutiny, a new supply chain of skills and MCP servers, and legacy risks accelerated to machine speed: human-paced AppSec simply can't keep up.

Heeler is the security operating model for agentic development. It connects your source control, cloud, and registries, builds a live model of your software, and uses that context to prevent risky code from merging, fix real issues automatically, and operate the entire lifecycle to verified closure — deterministically, from one context engine.

This two-page overview breaks down the model and how it works:

• Why AI-written code breaks traditional AppSec — the four constraints agents introduce
• The Prevent / Fix / Operate operating model, layer by layer
• How one context engine powers deterministic fixes and autonomous operations
• Where Heeler fits — and the tool categories it replaces

Download the 2-page overview to see the full picture, then talk to us about putting it to work.