Use Case

Review Autonomous
Agents Before Production.

Going from "it works locally" to "it runs reliably in production" is where most agent projects stall. Mr. Technology helps you find relevant skills, inspect available security evidence, and use deployment-oriented workflow manifests.

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
Discover
Browse the registry and filter by ecosystem, tier, verdict, or task. Incomplete records remain visibly marked.
02
Inspect
Review the stored verdict reason, scanner findings, source metadata, and scan timestamp before choosing a module.
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. Paid scoped assessment.

Free — no signup

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

Publisher Skill Audit — $299 once

Provenance inventory, active scanner evidence, human-reviewed release decision, and one remediation rescan. Deployment validation remains your responsibility.

Need a larger scope than the $299 publisher audit covers?

Read the scope →