100% Free & Ungated Technical Checklists

AI Production Readiness Checklist

Audit your AI system before pushing to production. Interactive client-side checklist covering Zero Data Retention verification, pgvector index tuning, LangGraph checkpointers, and latency SLAs.

Enterprise AI Audit Checklist

9 Critical Verification Points

Security & Zero Data Retention Verify ZDR agreements with cloud LLM providers (confirming no server-side query logging).

Security & Zero Data Retention Implement inline PII masking proxy for SSNs, medical IDs, and financial strings.

Security & Zero Data Retention Deploy prompt injection dual-classifier (Llama-Guard / NeMo Guardrails) on retrieved context.

Retrieval & Performance Configure PostgreSQL pgvector HNSW index parameters (m=16, ef_construction=64).

Retrieval & Performance Implement Reciprocal Rank Fusion (RRF) combining BM25 keyword search with dense embeddings.

Retrieval & Performance Integrate Cohere Rerank v3 cross-encoder to compress top candidate chunks from 50 to 5.

Agent Orchestration & Reliability Wrap multi-step agent loops in LangGraph state graphs with PostgresSaver checkpointer persistence.

Agent Orchestration & Reliability Configure explicit Human-in-the-Loop interrupts before write or deletion tool calls.

Telemetry & Monitoring Set up Prometheus token latency monitoring (TTFT < 400ms, ITL < 25ms/token).

Agentic AI & Autonomous Agents

Generative AI

Machine Learning, Vision, NLP & Data

Automation & Integration

Strategy, Advisory & Governance

Engineering & Talent

AI Production Readiness Checklist

Enterprise AI Audit Checklist