THE READER

The whole curriculum, on this site.

Every stage, both tracks, every module and companion, compiled verbatim from the repository in reading order. Nothing summarized, nothing gated. Prefer it bound? The book is the same content. Prefer the living files? The repo is the source of truth.

Orientation

Read this first3 files

Shared Materials

The cover letters3 files

The starter packs34 files

1 Starter

1 Starter at a glance1 file

Start here3 files

1 Starter · Individual Track

01 — Foundation4 files

02 — Accounts4 files

03 — System Prompts4 files

04 — Prompt Library22 files

05 — Model Routing3 files

06 — Memory Hygiene3 files

07 — Automation3 files

Jargon Glossary1 file

Rituals1 file

1 Starter · Company Track

01 — Governance7 files

02 — Accounts & Procurement5 files

03 — Company System Prompts3 files

04 — Company Prompt Library2 files

05 — Department Copilots28 files

06 — RAG Knowledge Base4 files

07 — Agents & MCP3 files

08 — Observability & Evals4 files

09 — Training4 files

10 — Rollout Playbook4 files

1 Starter

1 Starter shared materials11 files

1 Starter ELI10 companions20 files

2 Intermediate

2 Intermediate at a glance1 file

2 Intermediate · Individual Track

Agent Architectures4 files

Build Your First Agent: Lease Clause Extractor2 files

Build Your Second Agent: Tenant Triage2 files

Build Your Third Agent: Diligence Checklist2 files

MCP Server: Give Agents Safe Access to Real Data3 files

RAG Pipeline: Lease Knowledge That Can Prove Its Work4 files

Evaluation: Build a Test Suite Before You Build Trust4 files

Cost Engineering: Spend Like It Is Production Infrastructure5 files

Prompt Engineering at Builder Depth6 files

Multi-Model Orchestration4 files

Data Pipelines: The Work Before AI Looks Smart4 files

Level 2 Glossary1 file

Combine Two Agents: Lease Portfolio Diligence1 file

2 Intermediate · Company Track

Platform Engineering for AI6 files

Agent Governance5 files

RAG at Scale4 files

Organization-Level Evaluation Program4 files

Fine-Tuning Decision4 files

Company Cost Management4 files

Adoption Metrics4 files

Cross-Team Workflows4 files

2 Intermediate

2 Intermediate shared materials4 files

Working repositories1 file

2 Intermediate ELI10 companions10 files

3 Expert

3 Expert at a glance1 file

3 Expert · Individual Track

Shipping AI to Production4 files

Multi-Agent Orchestration4 files

Drift Detection5 files

AI Incident Response5 files

Adversarial Hardening5 files

Observability at Depth5 files

Cost at Scale5 files

Model Bake-Offs4 files

Fine-Tuning in Practice5 files

Agent Memory4 files

Safety Engineering5 files

Data Engineering for AI5 files

AI User Experience5 files

Level 3 Systems Glossary1 file

3 Expert · Company Track

The Production AI Organization4 files

Company SLOs and SLAs4 files

Company Safety Program4 files

Red-Team Program4 files

Multi-Region AI Deployment4 files

Privacy and Compliance for AI5 files

AI Vendor Strategy4 files

Cost Governance at Scale4 files

Organization-Wide Observability4 files

The Continuous-Learning Organization4 files

3 Expert

3 Expert shared materials5 files

3 Expert ELI10 companions10 files

3 Expert at a glance1 file

3 Expert · Individual Track

Leading AI Teams4 files

Training-Stack Internals6 files

README6 files

README4 files

README5 files

README4 files

Level 4 Jargon: 100 Terms1 file

3 Expert · Company Track

README4 files

3 Expert

3 Expert shared materials4 files

3 Expert ELI10 companions8 files

4 Frontier Operator

4 Frontier Operator at a glance1 file

4 Frontier Operator · Individual Track

Research Fluency4 files

Novel Architectures4 files

Mechanistic Interpretability4 files

Frontier Training4 files

README4 files

Level 5 Jargon: 120 Terms1 file

4 Frontier Operator · Company Track

README4 files

4 Frontier Operator

4 Frontier Operator shared materials3 files

4 Frontier Operator ELI10 companions6 files

Appendix

Contributing, and the license1 file

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