Use Case

Before you run
an agent.

Start with a dossier. Check the runtime, its permissions, and current upstream documentation. 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.

Historical source records are not current assessments. Validate each dependency in your own 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
Read current upstream documentation and check tool permissions, data access, dependencies, and failure recovery.
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.

Start with the runtime.

Read the agent dossier, inspect current upstream documentation, and validate permissions and recovery in your own environment. The old source registry is a legacy archive, not an active assessment service.