01
Map
Choose one real workflow and write down the inputs, decisions, handoffs, exceptions, and review criteria.
Workshop + demo
Bring a real workflow. Leave with a working project system.
The workshop is hands-on: participants learn the new interface by turning one real process into a folder, memory, agent workflow, and reusable output.
Session flow
The session teaches behavior by building the thing.
The goal is not a lecture about AI. The goal is a live shift in how the team thinks about work, context, tools, and durable output.
02
Set up
Create the project folder, add source materials, and write the first project memory file.
03
Work
Open Claude Code or Codex in the folder, brief the agent, supervise the work, and inspect outputs.
04
Package
Turn repeated steps into reusable instructions, skills, review loops, and team-ready artifacts.
Video demos
The demos should prove the workflow.
Short videos can make the operating model obvious: create the project, add context, open the agent, supervise the work, and preserve what matters.
01
A computer is files and folders
Why the folder becomes the workspace for agentic work.
02
Set up the first project
Create the project, add sources, and open the agent in the right place.
03
Brief the agent
Move from vague chat to clear objective, context, constraints, and verification.
04
Memory and compaction
Show what the agent knows, what should be written down, and what survives later.
05
Skills and subagents
Package repeated expertise and split specialist work without losing the thread.
06
Build the artifact
Produce a dashboard, memo, deck, or workflow from the same project context.
What the team keeps
The output is useful after the session ends.
A good workshop leaves behind working materials, not just enthusiasm. The team should be able to reopen the project and continue.
01
Project folder
A usable structure for sources, notes, memory, outputs, and review.
02
Workflow map
The undocumented process made visible enough for people and agents.
03
Reusable method
Instructions, examples, and review standards that make the next pass easier.
04
Team handoff
A project that someone else can reopen without starting from zero.