Engineering
Identify agent-touched files, routes, policies, migrations, and deployment configuration.
Review AI agent code changes, tool permissions, pull requests, preview deployments, and security-sensitive workflows before merge.
Page intent
solutionGovern agentic development workflows by checking what agents can change, expose, trigger, and merge across code, APIs, and production-like environments.
Govern agentic development workflows by checking what agents can change, expose, trigger, and merge across code, APIs, and production-like environments. It is written for Engineering leaders, AI platform teams, developer productivity leads, AppSec teams, and organizations deploying coding or operational agents., with the review anchored in the real application paths, roles, data, and evidence that drive the decision.
Identify agent-touched files, routes, policies, migrations, and deployment configuration.
Agents modify auth, database, or deployment configuration without enough security review.
Govern agentic development workflows by checking what agents can change, expose, trigger, and merge across code, APIs, and production-like environments.
Agent change security review report.
The goal is to give the team a shared operating model: what to check, who owns the next decision, and what evidence proves the issue is controlled.
Define which repositories, paths, and deployment actions agents are allowed to touch.
Scan agent-created pull requests and preview deployments before merge.
Escalate security-sensitive findings to human owners with clear context.
Retest fixed changes and record agent workflow evidence.
Agent change security review report.
Tool permission and sensitive path inventory.
Agent-assisted remediation evidence.
Human approval and retest log.
Agents modify auth, database, or deployment configuration without enough security review.
Tool permissions let agents read secrets, write broad files, call production APIs, or alter protected workflows.
Agent change security review report.
Agent-created pull requests include plausible tests but miss cross-tenant, abuse, or server-side authorization failures.
Agents modify auth, database, or deployment configuration without enough security review.
Tool permissions let agents read secrets, write broad files, call production APIs, or alter protected workflows.
Agent-created pull requests include plausible tests but miss cross-tenant, abuse, or server-side authorization failures.
Teams cannot reconstruct why an agent changed security-sensitive code or how it was validated.
This page focuses on application security around agentic coding and operational changes: permissions, code changes, routes, data, and deployment behavior.
They can assist, but security-sensitive fixes should include human review and retest evidence before merge or release.
Auth changes, database policies, migrations, secrets, CI/CD, webhooks, billing, admin tools, and production deployment configuration are high-risk areas.
Yes. Reports can show what agents changed, what was reviewed, what was fixed, and where human approval was required.
Map Security for agentic workflows to your current release, buyer, or audit pressure and see what proof SafeVibe can produce.