Once upon a codebase forest: The story behind Harness Your Mechs

A story about guardian AT searching for a lost staff in a rapidly growing code forest serves as an allegory for securing software as AI coding agents produce more code. Its accompanying explanation presents a four-level AppSec framework: governing and inventorying AI coding agents while applying security guidance during development; using purpose-built security agents to find, verify, triage, and propose fixes for vulnerabilities in both new and existing code; creating and testing custom security skills based on an organization’s own rules, conventions, and threat models; and orchestrating specialized agents with bounded, progressively earned autonomy. The narrative contrasts legacy security scanners that generate excessive, unactionable alerts with contextual tools that help agents prioritize real risks, and it emphasizes human roles evolving from operator to approver, builder, and overseer. Endor Labs is presented as the provider of the framework, research, tooling, code-context foundation, and support intended to help teams apply these practices across software repositories.

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