foundation
AI Architecture Decision Workbook
Produce evidence-backed architecture decisions for model access context tools state evaluation security and operations.
0/3 milestonesRubric 0%
Project-based learning
Production AI project tracks
Produce architecture decisions, system designs, evaluation evidence, operating plans, and exportable project records against explicit acceptance criteria.
7
projects
8h
intermediate
Production AI System-Design Casebook
Design three constrained AI systems and defend boundaries data flows failure handling evaluation and operating choices.
0/3 milestonesRubric 0%
intermediate
capstone
Production RAG Blueprint
Specify an evidence-carrying RAG system from source onboarding and indexing through retrieval citations evaluation and operations.
0/4 milestonesRubric 0%
advanced
capstone
Governed Agent Reliability Project
Design a bounded agent with typed tools observable state recovery budgets approvals adversarial tests and incident controls.
0/4 milestonesRubric 0%
advanced
AI Evaluation Control-System Project
Build the evaluation architecture that converts product goals risks and production feedback into trustworthy release decisions.
0/3 milestonesRubric 0%
advanced
Cost and Latency Optimization Project
Optimize an inference service against workload quality tail-latency throughput reliability capacity and unit-economic constraints.
0/3 milestonesRubric 0%
advanced
Verifiable Autonomous AI Agent Project
Design and verify an autonomous treasury management AI agent that monitors oracle metrics, runs policy engine checks, simulates transactions, requests operator approval above spending thresholds, and executes non-custodial rebalances via an ERC-4337/EIP-7702 smart account with ZK execution verification.
0/3 milestonesRubric 0%