Question 1

What does the Seezo AI Plugin do?

Accepted Answer

The Seezo AI Plugin brings security design reviews and organization-specific security knowledge into the coding agent developers already use. It ships three skills and an MCP server. The security-guidance skill feeds your org's security standards and rules to the agent while it designs and writes code. The run-assessment skill triggers a full Seezo design review from the agent session and delivers results back into that same session so the agent can fix issues immediately. The validate-implementation skill checks the finished code against the requirements Seezo raised and reports any drift. Every one of these events appears in Seezo's telemetry dashboard, so AppSec teams keep full visibility.

Question 2

What coding agents does the Seezo AI Plugin work with?

Accepted Answer

The Seezo AI Plugin works with Claude Code, Codex, Cursor, VS Code with GitHub Copilot, and any other coding agent that supports MCP. The skills and MCP server are harness-agnostic, so the same setup carries across tools as your team's agent stack changes.

Question 3

Why can't I just use an agent's built-in security guidance?

Accepted Answer

Built-in guidance reflects general best practices. It knows nothing about your organization's standards, approved frameworks, compliance obligations, or the exceptions your security team has already decided on. Seezo delivers your org's actual rules into the agent's context at generation time, so the design docs and code it produces follow the standards your team is accountable to. The agent pulls only the topics relevant to the task, for example authorization rules when it builds an admin-only endpoint, which keeps context small and advice specific.

Question 4

Can I call the Seezo MCP or API directly, without the Plugin skills?

Accepted Answer

Yes. The skills are a packaged workflow on top of Seezo's MCP tools and API. Teams that run their own agent pipelines can call the same tools directly, for example, fetching guidance, creating assessments, or pulling results, and wire them into custom workflows, CI jobs, or internal bots. We are also happy to get on a call, understand your existing workflows, and recommend the best way to fit the Plugin skills in your organization.

Question 5

What happens if I do not have a design document?

Accepted Answer

You can still use Seezo. In agent-driven development, the design usually already exists in the session as a plan, spec, or RFC the agent drafted, and Seezo assesses that markdown directly. If nothing exists yet, ask the agent to write a short spec of the change and run the assessment on it. The guidance skill needs no document at all; it works from the moment the agent starts making security-relevant decisions.

Question 6

Will Seezo's AI Plugin disrupt my development workflow?

Accepted Answer

No. Everything runs inside the agent session you are already in. Guidance loads automatically while the agent works, assessments are triggered with a single command and run in the background, and results come back into the same session. There is no separate tool to open, no ticket to file, and no waiting on a reviewer to unblock the work.

Question 7

How do the skills know when to fire?

Accepted Answer

Each skill ships with trigger conditions the agent reads and follows. The guidance skill fires when the agent touches security-relevant work, such as authentication, authorization, handling untrusted input, secrets, or a new API boundary. The run-assessment skill fires when the developer moves from a spec or plan to implementation. The validate-implementation skill fires when the implementation is complete, before the work is declared done. You can also invoke any skill explicitly, for example with /seezo:run-assessment.

Question 8

Will this disrupt how AppSec reviews work, or add to their load?

Accepted Answer

No. Assessments triggered from the agent run on the same Seezo platform, against the same rule engine AppSec already manages. Every review persists on the platform as a governance artifact, so nothing happens off the books. Developers resolve most findings in-session, which shrinks the review queue. AppSec sets the rules and monitors the telemetry; they no longer need to sit in the middle of every review cycle.

Question 9

How do AppSec teams know the Plugin is working?

Accepted Answer

Every guidance, assessment, and validation event appears automatically in the Seezo telemetry dashboard: who ran what, from which tool, and with what outcome. AppSec can open any assessment a developer ran and see the full results, without asking anyone for a status update.

Note: Sensitive data (such as what prompts the users ran) is never collected.

Question 10

What telemetry is collected, and can it be disabled?

Accepted Answer

Seezo collects workflow events: which skills and MCP tools were invoked, by which user, from which coding tool, when, and with what outcome (scans invoked and completed, validations run, guidance topics pulled). This is the metadata AppSec teams need for governance and audit. Design documents you submit for assessment are processed like any other Seezo review; telemetry itself is event data about the workflow.

Yes, it can be disabled — telemetry collection can be turned off by the user, so tracking is never mandatory.

Question 11

What does this mean for developers vs. AppSec teams?

Accepted Answer

For developers: security context arrives while they work, reviews run from the session, and fixes happen immediately, so there is no waiting on a separate review cycle. For AppSec: every review is visible, every requirement persists on the platform, and telemetry shows the whole workflow, so governance holds even as agents multiply the volume of design docs and code. Both sides get what they were missing.

Question 12

How do I get started?

Accepted Answer

Book a demo or try it free. Enter your work email, and we will send setup instructions. Installation takes a few minutes: add the Seezo AI Plugin to your coding agent, authenticate, and the skills are live in your next session.

The Seezo AI Plugin: Your security standards, built into every coding agent

The Seezo AI Plugin: Your security standards, built into every coding agent

Seezo Everywhere

Everything your developers need to ship features securely.

Guidance

Assessment

Security Design Review

Built for both AppSec and Engineering teams

Don't Let Security Get Left Behind in Agentic Development

What Developer-First Security Looks Like in the AI SDLC

By the Numbers

Know what ran, by whom, and when

Frequently Asked Questions