Resources
AI Platform Checklists & Guides
Free, ungated resources CodeWheel uses when building and testing AI platforms. Each checklist reflects the same process we run on client engagements-download them, adapt them, and use them to validate your own implementations.
RAG Implementation Checklist
Production retrieval without surprises. Covers ingestion, embeddings, retrieval, evaluation, and security workstreams.
AI Security Testing Checklist
OWASP plus LLM-specific attacks. Prompt injection, RAG leakage, agent abuse, and multi-tenant isolation testing.
RAG Security Audit Checklist
Security-focused RAG review. Covers data isolation, prompt injection defenses, and retrieval boundary testing.
Multi-Tenant SaaS Checklist
Row-level security, tenant isolation, and data boundaries for B2B SaaS platforms with AI features.
AI Platform Architecture Checklist
End-to-end architecture review for AI platforms. Covers infrastructure, auth, billing, observability, and deployment.
Why these resources are free
Gated content doesn't rank. We'd rather help 1,000 teams build better AI platforms than collect 100 email addresses. If you find these useful and need help implementing, that's when we talk.
Ungated content
Full checklists available without email signup. Use them immediately.
Real process
These are the same worksheets CodeWheel uses on client engagements-not marketing fluff.
Optional PDF/Notion
Want enhanced templates with scoring? Opt in on individual checklist pages.
Related blog posts
Deep dives on the topics these checklists cover.
RAG Architecture Guide
Hybrid search, implementation, and security.
Multi-Tenant SaaS Architecture
Complete security guide for B2B SaaS.
LLM Security Guide
Prompt injection defense and guardrails.
Penetration Testing AI Platforms
Tools, methodology, and real findings.
Production AI Platform Stack
Next.js, Supabase, and Vercel architecture.
AI Agent Architecture
Security, orchestration, and tool use.
Need help implementing?
These checklists show you what to build. If you need help building it, CodeWheel offers architecture reviews, implementation, and security testing for AI platforms.
Serving companies across the San Francisco Bay Area, Silicon Valley, and remote teams worldwide.