The Continuity Packet
A team does not need to own a person’s whole stack to keep shared work safe when that person is suddenly unavailable. Personal method stays personalShared work can continue … readThe Continuity Packet
Tag: App People
The Deliberation Reserve
A useful personal AI stack should make preparation faster without making a person’s judgment artificially urgent. The app-to-stack transition changes the tempo of work before it changes the quality of judgment. … readThe Deliberation Reserve
The Evidence Shelf
A personal AI stack becomes trustworthy when it can return to the material, judgment, and changes behind its answer. The app-to-stack transition makes a person responsible for more than choosing a tool. It makes the person responsible for retaining the route by which a capability becomes useful. … readThe Evidence Shelf
The Expiration Clause
A capability that keeps running after its reason has changed is not dependable. It is overdue for a decision. This stack has a purpose, an owner, a source boundary, and a date when each must be reconsidered. … readThe Expiration Clause
The Coordination Ledger
When personal AI capability can maintain work between meetings, a team needs clearer promises—not more proof that everyone is visibly busy. … readThe Coordination Ledger
The Context Airlock
A person can carry a method from one room of work to the next without carrying every room’s private contents along with it. … readThe Context Airlock
The Stopping Rule
A personal stack can always find one more source, model, prompt, or revision. Its owner needs a way to know when more capability has stopped becoming better judgment. … readThe Stopping Rule
The Revision Premium
When a personal stack makes a first answer cheap, the valuable work is the paid return: noticing what changed, revising the method, and remaining answerable for the result. … readThe Revision Premium
The Non-Stack Guarantee
A personal AI capability can be a powerful option. It must never become the admission ticket for ordinary life. Essential services still need a human-scale door. … readThe Non-Stack Guarantee
The Practice Dividend
The scarce resource in the app-to-stack transition is not access to another tool. It is paid time to turn assistance into a method a person can explain, revise, and carry forward. … readThe Practice Dividend