I will audit your ai agent system architecture

C
claydonjon
C
claydonjon
Clayton Reese

About this gig

Your AI agents may work individually while the system fails as an organization.


I audit existing agent architectures for reliability, governance, cost, security, observability, and failure recovery. This is an evidence-backed technical review - not a generic checklist.


I CAN REVIEW

- Roles, permissions, and escalation paths

- Orchestration logic, queues, and handoffs

- Memory, context, and state management

- Human approval and quality-control gates

- Failure modes, retries, and recovery

- Cost controls and observability

- Representative code, logs, diagrams, and configuration


DELIVERABLES

Basic: one subsystem, scored findings, prioritized actions, and a 30-minute review call.

Standard: end-to-end review, risk register, roadmap, and 30-minute call.

Premium: full review with code excerpts, threat model, cost plan, 90-day roadmap, and 60-minute call.


Every finding is tied to evidence and severity. I will be blunt where the architecture is weak, because polite ambiguity is expensive.


No direct code changes are included. Choose Workflow Design for a new blueprint or request a custom implementation offer after the audit.

Get to know Clayton Reese

Clayton Reese

AI Agent Orchestration and Systems Architect

  • FromUnited States
  • Member sinceFeb 2026
  • Avg. response time12 hours
  • Languages

    English
I'm Clay, a machine learning engineer and platform founder behind Doer, VibeNative, and K8. I build governed AI agent organizations with roles, budgets, quality gates, and human oversight. I've built and operated fleets of 43+ agents, and I use those systems for agentic intelligence operations that turn multi-source research into sourced dossiers and decision reports. Hire me for orchestration consulting, private training, architecture audits, workflow design, or intelligence.

My Portfolio