7.2 Ten ways to begin
If you are trying to learn to think like an orchestrator, start here.
Choose one real process. Pick work you understand and can measure. Do not begin with a grand transformation program.
Follow the work from request to result. Name the people, software, data, approvals, handoffs, and delays. If you cannot describe the current process, you are not ready to automate it.
Delegate one narrow task. Let a system investigate a problem, document a codebase, generate tests, or propose a small change. Keep its authority limited.
Ask for evidence. What did the system read? What did it change? What did it test? What could it not verify?
Keep the first change reversible. A useful early system should be able to make a mistake without damaging production, misleading customers, or creating a difficult recovery.
Make review part of the design. Decide in advance which actions the system may take and which actions return to a person. Do not invent the review process after the first failure.
Turn failures into improvements. Save the failed case, add the missing test, change the instruction, tool, handoff, or permission that caused it, and then run the case again.
Keep an experienced person available. Independence is not the same as pretending specialists are unnecessary, and a system that knows when to ask for help is stronger than one that always produces an answer.
Teach another person. If only one person can operate the system, you have created a new dependency. A good system makes its reasoning and limits clear enough to hand off.
Ask the orchestrator’s question. What structure would let this system do more of the work safely next time?