A connected crew of Contexts, Workflows, and Guardrails that puts the runbook, the past fix, and the current traces in front of on-call, then saves the resolution to team memory.
For on-call engineers and team leads running production services.
Contexts
4
Incident Investigator, PR & Deploy Context, Runbook Librarian, Release Notes Writer
Workflows
3
Incident Triage, Post-Incident Write-Back, PR Review Digest
Guardrails
3
Read-Only Production Access, Approved Repos & Systems Only, Secret & Credential Guard
Retrieve runbooks and past incident fixes to debug live issues fast.
Summarise recent PRs, deploy notes, and traces for a service.
The agent may inspect systems but never deploy, merge, or modify production.
Restrict access to whitelisted repos and connected systems.
On an incident alert, gather runbook, history, and traces, then draft a triage summary.
Save the resolved fix back to team runbooks and memory.
GitHubApproved repo, PR, and issue access through GitHub MCP.
LinearApproved issue and project access through Linear MCP.
FigmaApproved design file and handoff access through Figma MCP.
Two taxes slow an engineering team: the minutes spent working out what is happening during an incident, and the knowledge that evaporates once it is resolved. Every minute of an outage costs user trust. Every fix that lives in one engineer's head gets debugged from scratch next quarter.
The Incident Investigator retrieves runbooks and past incident fixes for the service that is failing. PR & Deploy Context summarises recent PRs, deploy notes, and traces so the engineer shipping the fix knows what changed. The Runbook Librarian keeps procedures current and flags stale steps, and the Release Notes Writer turns merged PRs and closed Linear issues into a changelog entry. Incident Triage assembles the summary on an alert, Post-Incident Write-Back saves the resolution, and the PR Review Digest gathers issue and design context for every new PR.
On-call opens a triage summary instead of a blank page. The second occurrence of an incident is cheaper than the first. Production access stays read-only whatever the agent is asked to do.
On an incident alert, gather the runbook, past fixes, and recent traces into a triage summary — so on-call starts from context, not a blank page.
Summarise recent PRs, deploy notes, and Linear issues for a service, so the engineer shipping the fix knows exactly what changed and why.
A hard guardrail lets the agent inspect any system but never deploy, merge, or modify production — and restricts access to approved repos only.
What drives the business: Engineering velocity is throttled by two hidden taxes: the time it takes to triage an incident, and the knowledge that evaporates once it's resolved. Every minute of an outage is user trust and revenue; every fix that lives only in one engineer's head is the same incident debugged from scratch next quarter. The economics are about compounding — triage faster by pulling the runbook, history, and traces automatically, and write the resolution back so the team gets faster every time, without ever handing an agent write access to production.
What's inside
The Incident Investigator pulls the context, Incident Triage turns an alert into a summary, Post-Incident Write-Back saves the fix to memory, and the read-only and approved-repos guardrails keep every action safe — so the team triages faster and gets smarter after every incident, without touching production.
Contexts
Retrieve runbooks and past incident fixes to debug live issues fast.
Summarise recent PRs, deploy notes, and traces for a service.
Retrieves and keeps the team's runbooks current, surfacing the right procedure for a service and flagging steps that have gone stale.
Turns merged GitHub PRs and closed Linear issues into clear release notes and a changelog entry, ready to review and publish.
Workflows
On an incident alert, gather runbook, history, and traces, then draft a triage summary.
Save the resolved fix back to team runbooks and memory.
New PR opened → related issues, prior changes, and design context gathered from GitHub, Linear, and Figma → a review-ready summary posted for the team.
Guardrails
The agent may inspect systems but never deploy, merge, or modify production.
Restrict access to whitelisted repos and connected systems.
Blocks any output that would surface API keys, tokens, or credentials from code or logs — secrets never leave the systems that hold them.
The numbers it moves
On-call starts with the runbook, history, and traces in hand.
Every fix written back to team memory.
PRs summarised against issues and prior changes.
Read-only access enforced on every action.
Connects to
GitHubRepos, PRs, and issues through GitHub MCP — the change history behind every incident and release.
LinearIssues and projects through Linear MCP — the work context for triage and review.
FigmaDesign files and handoff through Figma MCP — the intended behaviour behind a change.
SentryLive errors, traces, and release health to ground incident triage in what's actually breaking in production.
Releases
Shipped the incident and release crew with triage, write-back, and PR digest workflows, so the context an engineer needs arrives with the alert rather than after it.
Gets progress claims out by the monthly cut-off and prices variations before they vanish into scope. Works from Procore RFIs and the drawing register, MYOB cost codes, and Breadcrumb inductions. Never claims a variation without referenced scope evidence.
4 contexts · 3 workflows · 3 guardrailsHandles renewals, maintenance, and tenant correspondence at volume without a compliance slip. Works from PropertyMe tenancies and lease dates, the Xero trust ledger, and Tapi work orders. Never sends a notice that breaches your state's tenancy Act.
4 contexts · 3 workflows · 3 guardrailsTurns appraisals into signed mandates and enquiries into buyers, with every price traced to comps. Works from Zoho appraisal records, Domain sold prices, and realestate.com.au enquiries. Never quotes a price guide without verified comparable sales.
4 contexts · 3 workflows · 3 guardrailsGet started
Wire it to your alerting and read the first triage summary it writes.
