Team Kit
Oi gives engineering teams a connected crew of AI contexts, workflows, and guardrails that pulls runbooks, past incidents, and traces to triage live issues fast, then writes the resolution back to team memory — all with read-only production access.
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.
An on-call suite that triages incidents fast and writes the fix back to the team's runbooks — with read-only production safety.
Includes:
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.
Inside the kit
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.
Ready-made for Engineering
Install the kit, connect your tools, and put every context, workflow, and guardrail to work — tailored to how your team actually operates.
