imagile
Your Agent's Attention Budget Is Already Spent
Context rot isn't a cliff a model falls off — it's a gradient, and the fix is curating what's in the window, not waiting for a collapse.
Autonomy Is a Dial, Not a Ladder
Chatbot, human-in-the-loop, agentic workflow, and full autonomy aren't stages you graduate through — they're positions you choose per task, and the vendors selling autonomy keep telling you not to default to it.
A Spec Is Not a Plan
Research, Plan, Implement, Verify is just the ordinary shape of software work, finally said out loud — and the spec/plan mix-up inside it is costing teams more than they realize.
Your AI Training Program Is Already Obsolete
By the time your team finishes an AI training program, the tools it covers have already been superseded. Here's what to do instead.