Choose a pack and work in your own copy. All business examples are fictional. Expected results and deterministic checks do not prove that a model, connector, or business pilot passed. Leave observation and approval fields blank until you have real evidence.
How to use a practice pack
Read the worksheet online, or download the ZIP and extract it. Keep the directory structure intact. Python 3 with its standard library runs the supplied checks. The browser does not execute the teaching code. Never supply account credentials or connect the simulation to customer, payment, or email systems.
Part 01: Task map, pilot brief, and data-use record
Read the worksheets · Download the complete pack (ZIP, 3,792 bytes).
Part 02: Sources, prompts, and evaluation
Read the worksheets · Download the complete pack (ZIP, 8,933 bytes).
From the extracted part-02 folder:
python3 practice/verify_examples.py
This checks fixed fixtures and arithmetic; it does not run a language model or a real business workflow. Run it in your own copy because it may write a verification report.
Part 03: Inbox, meetings, invoices, and knowledge
Read the worksheets · Download the complete pack (ZIP, 9,651 bytes).
From the extracted part-03 folder:
python3 practice/verify_examples.py
This checks fixed fixtures and arithmetic; it does not run a language model or a real business workflow. Run it in your own copy because it may write a verification report.
Part 04: Customer research and campaigns
Read the worksheets · Download the complete pack (ZIP, 11,647 bytes).
From the extracted part-04 folder:
python3 practice/verify_examples.py
This checks fixed fixtures and arithmetic; it does not run a language model or a real business workflow. Run it in your own copy because it may write a verification report.
Part 05: Service answers, handoffs, and feedback
Read the worksheets · Download the complete pack (ZIP, 11,892 bytes).
From the extracted part-05 folder:
python3 practice/verify_examples.py
This checks fixed fixtures and arithmetic; it does not run a language model or a real business workflow. Run it in your own copy because it may write a verification report.
Part 06: Offer validation and digital products
Read the worksheets · Download the complete pack (ZIP, 13,965 bytes).
From the extracted part-06 folder:
python3 practice/verify_examples.py
This checks fixed fixtures and arithmetic; it does not run a language model or a real business workflow. Run it in your own copy because it may write a verification report.
Part 07: ROI, cash forecasts, and invoice review
Read the worksheets · Download the complete pack (ZIP, 15,085 bytes).
From the extracted part-07 folder:
python3 practice/verify_examples.py
This checks fixed fixtures and arithmetic; it does not run a language model or a real business workflow. Run it in your own copy because it may write a verification report.
Part 08: Training, adoption, and decisions
Read the worksheets · Download the complete pack (ZIP, 16,309 bytes).
From the extracted part-08 folder:
python3 practice/verify_examples.py
This checks fixed fixtures and arithmetic; it does not run a language model or a real business workflow. Run it in your own copy because it may write a verification report.
Part 09: Local automation simulation
Read the worksheets · Download the complete pack (ZIP, 15,337 bytes).
From the extracted part-09 folder:
python3 practice/verify_examples.py
This checks fixed fixtures and arithmetic; it does not run a language model or a real business workflow. Run it in your own copy because it may write a verification report.
For the fixed-template preview, run python3 practice/run_demo.py from the extracted part-09 folder. Simulated actors, trusted clocks, and a pause flag that resets on restart are teaching limitations, not production authentication or recovery controls. Read the simulation README.
Part 10: Policy, continuity, and ninety-day plan
Read the worksheets · Download the complete pack (ZIP, 17,310 bytes).
From the extracted part-10 folder:
python3 practice/verify_examples.py
This checks fixed fixtures and arithmetic; it does not run a language model or a real business workflow. Run it in your own copy because it may write a verification report.
Part 11: Financial reference calculations
Read the worksheets · Download the complete pack (ZIP, 7,778 bytes).
From the extracted part-11 folder:
python3 practice/verify_finance.py
This checks fixed fixtures and arithmetic; it does not run a language model or a real business workflow. Run it in your own copy because it may write a verification report.
Part 12: Tool comparison and agent implementation
Read the worksheets · Download the complete pack (ZIP, 1,095 bytes).
Part 13: Agent evaluation, memory, and tool contracts
Read the worksheets · Download the complete pack (ZIP, 1,346 bytes).
Blank observation records
Download the blank evaluation log (CSV). Record actual observations only.
The worksheet anchors part-01 through part-13 identify the same packs used by the guide chapters.
Further reading outside the practical sequence
Explore business strategy and craft, ethics and long-term thinking, or AI learning and technical foundations. These optional collections do not add required chapters to the guide.