Signals
Signal: The Toggle Tax Is Real
The Toggle Tax Is Real: When people ask the same question in three AI tools, the work has not disappeared. It has started travelling.
Signals
The Toggle Tax Is Real: When people ask the same question in three AI tools, the work has not disappeared. It has started travelling.
the-chaos
The Blue Blob found an agent traffic jam with lots of robots moving around. They appear to be very busy with various tasks.
Guides
Agent-to-Agent Interaction Checklist - Before agents talk to each other: List every agent; Define actions; Map conversations; Set stop points; Check loops; Name human owner
Signals
Agent Traffic Is Still Traffic: Agent traffic is still traffic. If many agents can move work, someone still needs the map.
the-chaos
The Blue Blob found a trainee desk with the human trainee waiting for work while the AI is being trained.
Guides
Apprenticeship Preservation Check - Before automating beginner work: Name the learning task; Decide assist or replace; Create practice loops; Protect low-stakes mistakes; Update entry expectations
Signals
Automation Can Remove The Practice Ground: A task can be boring for an expert and essential for a beginner.
the-chaos
The Blue Blob found a small question pressing the biggest AI Expert button. It appears the most expert in the room is now the default for all questions.
Guides
Model Routing Lite Guide - Before using the biggest model: Sort task size; Find repeated questions; Match risk to model; Allow no AI; Review cost and behaviour
Signals
Not Every Task Needs The Most Expensive Brain: Not every task needs the most expensive brain. Some tasks need a smaller tool, a reusable answer or a human rule.
the-chaos
The Blue Blob found an AI tool holding old keys. Some doors were current, some were new. All of them still opened doors and AI was allowed in all rooms.
Signals
Access Is Not The Same As Permission: Access means the door opens. Permission means the door should still open. Those are not always the same thing.