Engineering teams
The teammate who has read the whole repo
Connect GitHub, Linear and Sentry once. Atlas sits in #on-call, reads every alert, finds the file and the pull request behind it, and asks a person before anything gets assigned, merged or deployed.
One alert, start to finish
Sentry fires at 02:14. By 02:16 the issue exists and has a name on it
A webhook routine posts the alert into #on-call. Atlas reads the trace, searches the repo for the file, finds pull request #812 from two days ago, and drafts the Linear issue. The only thing left for Dana is to say yes.
- Reads the stack trace and finds the file, not just the error
- Finds the last pull request that touched it and who wrote it
- Drafts the issue with both links, then asks before assigning
Sentry alerts routine · webhook
TypeError: Cannot read properties of undefined (reading 'total')
checkout/summary.ts:42 · 31 events in 40 min · release 2.14.0
The rest of the week
Four jobs it takes off the on-call rota
Each one is a rule you tell Atlas once in the channel, or a routine you switch on. It reports back in the same channel, with links.
Issue triage and duplicates
Every new GitHub issue gets read against the open ones. Duplicates get a comment and a link to the fix already in review. The rest get a label, an owner, or a polite request for repro steps.
- #431Export to CSV drops the last row duplicate of #402, fix in review
- #432Dark mode: chart labels unreadable labelled frontend, assigned to Priya
- #433Webhook retries stop after 3 tries needs repro steps, asked the reporter
Answers from current docs, not old memory
Ask how a library does something and Atlas reads today's docs, not whatever it was trained on. Add a docs server for any library or any public repo, and it says which version and which page it read.
Atlas, how do I set a per-request timeout in supabase-js?
There is no timeout option; pass a custom fetch with an AbortSignal. Read from supabase-js 2.x docs, section “Initializing”. source
Context7 docs
DeepWiki
GitMCP
Never pushes to main on its own
It can read, search, comment and open a branch by itself. Merging, force-pushing, promoting a deploy or running a migration stops for a person every time, and you see the exact command first.
fix: guard empty cart in checkout summary · 2 files · checks green · 1 approval from Priya
Approve once, or tick “don't ask again” for the ones you trust it with.
The Monday routine
Every Monday at nine, Atlas lists the pull requests that have been open for more than three days, asks each author what is blocking, and posts the roll-up before standup. Add a step, change the time, or switch it off, all in the chat.
- Monday 9:00
- GitHub: open PRs older than three days
- Ping each author, one line, no nagging
- Post the list to #engineering
Last run: 4 PRs, 2 merged by lunch. History keeps every run.
Your stack
Sign in once. Every agent can use it
No tokens to paste for most of these. Connect with your account, pick which repos and projects the agent may see, and every tool call shows up in the chat with the arguments it used.
All eighty integrationsGitHubRepos, issues, pull requests, Actions and code search.
LinearIssues, projects and cycles for product teams.
SentrySearch, triage and analyse issues, traces and releases.
VercelProjects, deployments, build logs and analytics.
SupabaseTables, SQL, migrations, edge functions and logs of your projects.
- Any MCP server you point it at
Put Atlas in #on-call this week
Free plan, one agent, about a hundred replies a month. Connect GitHub, tell it the one rule your team cares about, and see what it catches by Friday.