// AI Infrastructure Assessment

AI Stack
Audit Checklist

24 items. 6 layers. Find the gaps in your AI infrastructure.

Based on the 6-layer AI OS model from the Academy. Check off what you have, review coverage of this architecture, and explore related lessons. Mark anything your workload does not need as N/A; it is excluded from the score. This is a planning checklist, not a certification of reliability. Progress saves automatically in your browser.

0/ 24Starting coverage
Coverage of applicable items: 0% · 0 marked N/A
0/40/40/40/40/40/4
Hardware & Runtime
Agent Platform
Tool Layer (MCP)
Memory & State
Routing & Orchestration
Output & Automation
L1

Hardware & Runtime

0/4
Runtime capacity chosen for the workload (local, shared, or cloud)L21
Service manager configured (launchd/systemd/Docker)L21
Automatic restart on crashL21
Resource monitoring (CPU, memory, disk)L120
L2

Agent Platform

0/4
Execution lifecycle matches the task (session, scheduled, or persistent)L4
File access is scoped to the files the task requiresL83
Command execution is restricted to authorized operationsL83
CLAUDE.md or equivalent agent constitution definedL16
L3

Tool Layer (MCP)

0/4
Only required tools or MCP integrations are enabledL57
External API integrations (search, data, generation)L57
Structured error handling on tool failuresL28
Tool descriptions written for model comprehensionL57
L4

Memory & State

0/4
Persistent memory across sessionsL11
Session resumption capabilityL11
Knowledge base / semantic searchL346
Context compounding (each session builds on the last)L50
L5

Routing & Orchestration

0/4
Model routing by task type (not one model for everything)L9
Cost tracking per model / per taskL23
Provider failback chain (primary fails, fallback to secondary)L9
Single-agent versus multi-agent design justified by task needsL71
L6

Output & Automation

0/4
Cron-based pipelines (content, monitoring, reporting)L8
Git-based deployment automationL8
Output validation before deliveryL128
Human escalation path when confidence is lowL121
// The Code Whisperer

Fill the gaps

Unchecked items link to related Academy lessons. Explore the free and member tracks for implementation guidance; access requirements vary by lesson.

AI Academy

Related Tools

Interactive Tool

CLAUDE.md Generator

Build a customizable agent constitution in minutes.

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Reference

Agent Decision Tree

Tool, script, single agent, or fleet? Find out in 5 questions.

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