Running support alone with a coding agent means one person doing triage, review and the changelog, while the agent handles the reading and drafting in between. A routine only works if it covers the same five things every week, in the same order, however quiet or busy the week has been.
This is the weekly shape of a larger loop. For the whole thing end to end, see running support with a coding agent.
What does the routine actually need to cover?
Five things happen to a feedback stream regardless of who or what is running it: new requests need triaging, drafted replies need reading before they go out, likely duplicates need checking, anything worth building needs grouping into the roadmap, and anything shipped needs a changelog line. A weekly routine is really just a fixed order to work through those five, so that none of them silently gets skipped because nothing forced anyone to look.
| Check | What gets missed if it's skipped |
|---|---|
| New requests | The backlog quietly grows underneath a routine that only ever looks at what is already flagged |
| Drafted replies | A plausible wrong answer reaches a customer unread |
| Flagged duplicates | Votes and comments stay split across two open items nobody realises are the same |
| Shipped changes against the changelog | A shipped fix nobody hears about, or a changelog line for the wrong thing |
| A sample of unflagged requests | A confidently wrong triage call that never gets a second look |
What does a single pass through the queue actually involve?
Start with what is new since the last pass, not the whole backlog. The agent has already drafted a category and, where a source of truth covers it, a reply, for everything that came in. The work is reading what it produced, not producing it from nothing. Anything the agent flagged as uncertain gets looked at first, because that is where a wrong call is most likely to be sitting.
What gets checked every single week, no matter how quiet it's been?
- Drafted replies, before anything sends. A drafted reply is a proposal, not an answer, until a person has read it against the source of truth it was drawn from, because the techniques that constrain a model reduce invention without removing it. Letting an agent answer without letting it invent covers what that source of truth needs to look like, and why review before send is the single mechanism worth keeping if you can only keep one.
- Anything flagged as a likely duplicate. Confirm the merge makes sense, or leave the two requests separate if the agent's reasoning does not hold up on a second look.
- What shipped since the last pass, matched against the drafted changelog line, checked for the thing customers were actually waiting for rather than the change that happened to be easiest to describe.
- A small random sample of the requests filed without any flag at all. Confidence in the agent's output is not evidence it was right, so an unflagged item still deserves an occasional look, not because it is likely wrong, but because nothing about a wrong one looks different from a right one.
What does the routine deliberately not try to do every week?
It does not try to clear the whole backlog, re-read every open request, or re-litigate categories that were settled in an earlier pass. A routine that tries to do everything every week collapses the first time the week is busy, because there is no smaller version of "everything" to fall back to. The smaller, fixed list above is designed to survive being run in less time than planned, and it stays cheap to run, since providers bill by the token: what it costs to run support through an AI provider works through the token arithmetic behind a weekly pass like this one.
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What does a genuinely bad week do to this?
A bad week is not one where nothing happens. It is one where the volume spikes, something ships that needs a longer changelog explanation than usual, or the person running the pass simply is not available that week. The failure worth planning for is not the busy week itself, it is what a busy week does to the routine: cutting a check entirely rather than shortening it.
A shorter pass over all five things holds the routine together. A full pass over three of them and none of the other two quietly turns a temporary gap into a permanent one, because whatever got skipped this week is easiest to skip again next week, once it has already been skipped once. The rule worth keeping is that triage gets shortened first, read faster, sample smaller, but every one of the five still gets touched.
How does the routine recover from a missed week?
The honest answer is that a queue does not forget what it was owed. A missed pass means the next one is longer, not that anything disappears. Requests that arrived during the gap are still sitting there, still tagged by the agent, still waiting on the same five checks, just more of them at once. The discipline that matters is running the full pass at the next opportunity rather than trying to catch up gradually while also keeping up with the new week, which is how a one-off gap turns into a permanently shrinking routine.
Frequently asked questions
What five things does a weekly support pass need to cover?
Triage of anything new, review of drafted replies before they send, a check on flagged duplicates, confirmation that shipped changes match their changelog line, and a small sample of unflagged requests checked cold. Missing any one of them for long enough is how a queue quietly drifts.
Why review a sample of requests the agent never flagged as uncertain?
Because an agent's confidence does not track whether it was actually right. A wrongly filed request and a correctly filed one are produced in exactly the same tone, so the only way to catch the wrong ones that were never flagged is to occasionally look at requests nobody asked you to look at.
Should a weekly routine try to clear the entire backlog every time?
No. A routine built to do everything collapses the first time a week runs short, because there is nothing smaller to fall back to. A fixed, deliberately limited list of checks survives a bad week better than an open-ended one does.
What happens to requests that arrive during a missed week?
Nothing happens to them until the next pass, which is exactly the point. They stay tagged and waiting, and the next pass simply covers more ground. The risk is not the missed week itself, it is trying to half-catch-up while also keeping pace with the new week, which tends to shrink the routine permanently rather than restore it.
Does this routine assume the person running it is technical?
Yes, in this shape. Reading a diff, merging a change, and working from a repository of files are all part of the weekly pass as described here. A non-technical person doing this work needs an interface built on top of it before the routine translates directly.