Use case
Retros produce action items.
Then those action items get lost.
The same failures recur because retro follow-ups aren't tracked with the decisions that caused them. Kleio connects incidents to their decision trail.
The cost of incomplete retros
- Incident retros generate action items that live in a doc nobody checks after the meeting.
- The same class of failure recurs because the underlying decision context was never captured.
- Reconstructing the timeline of what happened and why is a manual, painful process.
- Root causes often trace back to decisions made weeks or months ago — but that context is gone.
- Observability tells you what failed. It can't tell you why it was built that way.
How Kleio helps
Decision timeline reconstruction
Kleio's signal links connect incidents to the decisions, checkpoints, and PRs that created the conditions — giving you the full timeline, not just the blast radius.
Retro follow-ups as backlog items
Action items from retros become tracked work items in Kleio's backlog, with the incident context attached. They don't get lost in a shared doc.
Pattern detection across incidents
When similar incidents share decision patterns, Kleio's semantic linking surfaces the connection — helping teams address root causes, not just symptoms.
Queryable incident history
Ask kleio_ask about past incidents and get answers grounded in the actual decision trail, not someone's memory of what happened.
See it in action
An agent plans a migration. Kleio captures every signal along the way.
Agent Plan
Task: Migrate auth from Firebase to Clerk
- 1.Scaffold Clerk provider and session hooks
- 2.Replace Firebase login/signup flows
- 3.Update API middleware for Clerk JWT validation
Press Build to run the capture demo.
Your AI agents already make decisions. Kleio makes sure they're remembered. Try it free →
Related use cases
Ready to try Kleio?
Start free, connect your workspace, and stop losing the \u201cwhy.\u201d