Use Case

Before you run
an agent.

Start with a dossier. Then check skills and MCP evidence. Then validate in your own environment. This page is a checklist. It does not deploy anything for you.

The Gap Between Prototype and Production

01
Local dev
Agent runs fine on your machine. Environment is clean. You control everything.
02
The gap
Environment differences, credential management, tool binding failures, and dependency mismatches kill reliability.
03
Production
Observable, repeatable, and monitored, with rollback paths for environment-specific failures.

Registry evidence is one input to deployment review. Validate each module in your own CI environment before production use.

A Deployment Review Pipeline

01
Choose
Start in the agent directory. A landing page that says “AI agent” is not a listing. Read when to pick it and when to skip it.
02
Inspect
If the agent depends on skills or MCP servers, read the registry record: verdict, findings, source, and what was not scanned.
03
Assemble
Use a free Blueprint manifest as a starting point, then adapt dependencies and interfaces for your environment.
04
Validate and deploy
Run your own tests, threat model, secret handling, rollback checks, and environment-specific validation before release.

Deployment Review Areas

REVIEWBuild and release

Pin dependencies, require reproducible builds, define approval gates, and test rollback before promotion.

REVIEWObservability

Define traces, logs, metrics, budgets, and operator alerts before an agent receives production traffic.

REVIEWData lifecycle

Document credential boundaries, retention, backup, deletion, and recovery behavior for agent state.

REVIEWPermission boundaries

Use least privilege, network allowlists, scoped tools, and explicit escalation paths for destructive actions.

Free registry. Optional scoped review.

Free — no signup

Browse registry records, evidence-tier labels, source links, and scanner summaries. Validate every selected component independently.

Scoped Repository Review — Request-Based

Available evidence, provenance, and remediation priorities can be reviewed under a written scope. Deployment validation remains your responsibility.

Need human interpretation of repository evidence?

Request a written scope →