The 6 best ways to hand customer-reported bugs to Devin in 2026
A customer reports a bug. It lands in Slack, or a support ticket, or a Linear issue someone filed after the third person mentioned it. Somewhere between that message and a PR, someone has to write a brief Devin can execute.
Modem, one of the six ways listed here, is ours. Read the ranking knowing that. The rest are Devin's own integrations, its API, and the manual route most teams start with.
The short version
| Tool | How the bug reaches Devin | Aggregates duplicate reports? | Best for |
|---|---|---|---|
| Modem | Modem agent composes the brief and delegates it | Yes, clusters first | Feedback scattered across chat, support, and calls |
| Devin + Slack | @Devin tagged in a thread | No, one thread at a time | Fast, ad hoc delegation from chat |
| Devin + Linear | Issue assigned, mentioned, or labeled | No, works the issue as filed | Teams already triaging in Linear |
| Devin + Jira | Issue assigned or described | No | Teams already triaging in Jira |
| Devin API | POST a session with a prompt | Only what you build | Custom pipelines from tools Devin doesn't cover |
| DIY issue handoff | Someone writes it up by hand | Whoever writes it decides | No other tooling in place yet |
1. Modem
Modem's Devin integration lets the Modem agent delegate a task straight to Devin. Ask it to hand off a bug and it composes the brief from Modem's context graph: Slack messages, Discord threads, support tickets, and the repro details attached to each, already clustered into one topic before Devin sees any of it.
Devin then works the task against your connected repos and opens a PR. It's one of several agents that plug into that graph the same way, and because the brief arrives pre-clustered, it spends fewer tokens on raw threads and more of them on the fix. You can send follow-up messages through the Modem agent to redirect Devin mid-task, the same way you would tagging it directly. The difference from the entries below is upstream: nobody has to notice that five people reported the same thing across three tools before the brief gets written.
Where it fits: the bug showed up in more than one place and nobody has consolidated it yet. Where it doesn't: for a single, clear report you already have in hand, tagging Devin directly is faster than routing it through anything else.
2. Devin + Slack
Tag @Devin in a Slack thread on a bug report and it replies in the thread, then opens a PR. Devin reads that thread's message history automatically, so it starts with whatever context is in the conversation.
It only has that conversation, though. If the same bug got reported in a different channel or a support ticket last week, Devin doesn't know unless someone pastes it in.
Where it fits: a bug report in one thread that's clear enough to act on right away.
3. Devin + Linear
Assign an issue to Devin, @mention it in a comment, or apply a playbook label like !plan or !implement, and Devin plans and codes against the issue, posting the PR back to it.
Devin works the issue as written, the same limit as the Slack path. If the issue is a thin one-liner because whoever filed it didn't have the full picture, that's the brief Devin gets.
Where it fits: teams with a Linear triage habit that produces well-written issues.
4. Devin + Jira
Devin's Jira integration works the same way: describe the task in the ticket, and Devin plans, codes, tests, and links the PR back. Larger orgs can map specific Jira projects to specific Devin organizations and run sessions under a service account.
It inherits whatever's in the ticket, same as Linear. The quality of what comes back tracks the quality of the ticket someone wrote.
Where it fits: Jira-native teams, especially ones that want the service-account and project-mapping options.
5. Devin API
Devin's API creates a session directly: POST /v3/organizations/{org_id}/sessions with a prompt, the repos to work against, and optional attachments. This is the building block for a custom pipeline, wiring a support tool that has no native Devin integration straight to it.
It's the most flexible option and the most work. Any aggregation or brief-writing you want is code your team builds and maintains.
Where it fits: teams building their own handoff automation from a tool Devin doesn't connect to directly.
6. DIY issue handoff
The default before any of the above: someone reads the bug report, writes a clear description with repro steps, and pastes it wherever Devin picks up work.
It costs nothing and it's how most teams start. It also depends on that person remembering every place the bug got mentioned, and doing it again for the next report.
Where it fits: early stage, low volume, one person keeping track of what's been reported.
How to choose
If a bug report exists in one place and it's already clear, Devin's own Slack, Linear, or Jira integrations get it into a PR fastest, with nothing else in the middle. If the same bug tends to show up in more than one of those places, or what reaches Devin is usually thinner than what customers said, that's a triage gap, and it's what Modem closes. Building a custom pipeline from a tool with no native Devin integration is what the API is for. For the wider set of coding agents this applies to, not just Devin, see our coding agents guide.
