Code Agent Review — Page 2

Contractors navigating overlapping security rules to deploy AI coding agents on classified DoD work.

JetBrains agents tap the IDE's built-in project knowledge, not raw files.

Errors early in an agent's reasoning chain compound through every subsequent step.

WebAssembly and Node.js emulation let coding happen entirely in your browser.

Coding agents amplify LLM security risks through automatic execution.

AI agents need trunk-based development to stay synchronized with constantly changing codebases.

Two separate authorization frameworks apply, and clearing one doesn't clear the other.

Local models now deliver usable coding assistance without sending your code to the cloud.

Pinned models shift through retrieval, prompts, and APIs—not through their own weights drifting.

Most AI governance fails because organizations adopt frameworks they never actually build.

Self-hosted deployments can capture why agents made decisions, not just what happened.