AIHero

    Patterns of Work

    AFK

    A working pattern where the user kicks off a session and leaves the agent to run unattended (away from keyboard).

    Matt Pocock
    Matt Pocock

    Away from keyboard. A working pattern where the user kicks off a session and leaves the agent to run unattended. The throughput multiplier of AI coding — many AFK sessions can run in parallel while you sleep, eat, or work on something else. Usually requires a permissive permission mode plus sandboxing to be safe.

    When you're not there, the agent handles ambiguity differently. While you're watching, an ambiguous decision surfaces as a question and you answer it; once you've walked away, the agent picks a default and keeps going, and every later decision builds on that guess. The characteristic failure is coming back to hours of finished, confident work built on a wrong call made in the first ten minutes. The work isn't sloppy — it's coherent, just coherent about the wrong thing.

    Since you can't give input during the run, give it before and after instead. Before: resolve the ambiguity up front — a grilling session, a written spec — so there are fewer gaps for the agent to fill alone. During: automated checks and automated review stand in for the attention you're not giving, failing fast on what can be caught mechanically. After: the run ends in something reviewable — a PR, not changes already merged. AFK doesn't remove human review; it defers all of it to the end, which is why what arrives at the end has to be worth reviewing. This is also why AX matters most in AFK runs — with no one watching, the environment is the only support the agent gets.

    Avoid: "background agent" — centers the machine ("running in the background") rather than the human pattern ("user has walked away"). AFK names the fact that matters: the user isn't watching.

    Usage:

    "I'm running this AFK — three sandboxed agents on the refactor, reviewing the PRs in the morning."

    "Bypass permissions?"

    "Yeah, read-only filesystem, no network."

    Want more than vocabulary?

    Join AI Hero for practical skills, thinking on AI engineering, and resources that keep you ahead of the curve.

    I respect your privacy. Unsubscribe at any time.

    Share