From detection to a verified fix.

1. Detect
2. Notify
3. Prepare the fix
4. Review
5. Follow up

Start with telemetry, Slack, and your coding agent connected to Tokonoma. Use Tokonoma’s onboard workflow to add its agent instructions. Deployment and access ↗

1. 01

   Notice a change worth checking.

   Tokonoma learns what to monitor from connected telemetry, checks proposals against history, and detects sustained changes.

   

2. 02

   Bring the team a useful Slack update.

   Significant findings reach your configured Slack channel with evidence and a useful next step, like an update from a reliability teammate.

   Slack finding

   Slack

   # tokonoma-investigations

   Tokonoma APP

   Orders latency needs attention.

   I found a sustained increase in orders latency, with slow dependency calls in the affected requests.

   Evidence

   Measured latency change, request traces, and investigation context

   Suggested next step: Check the slow dependency path against the repository.

   Full record
3. 03

   Your coding agent picks up the context.

   Your connected agent finds relevant findings, investigations, and procedures through Tokonoma’s search by meaning and keywords. It uses that production context to work on the fix in your repository.

   Coding-agent session

   Claude Codeorders repository

   

   Claude CodeConnected to Tokonoma

   › Can you fix the orders latency issue?

   I found the orders latency finding in Tokonoma and read the related investigation. The evidence points to slow dependency calls. I’ll check that path in this repository.

   Retrieved from Tokonoma

   Orders latency

   Measured change · request traces · investigation context

   › Prepare a PR with the fix.

   I’ve prepared a PR with the change, a regression test, and the Tokonoma evidence. It’s ready for your team to review.

   Fix the slow orders request pathPull request ready for review
4. 04

   Put the proposed fix in front of your team.

   Your coding agent prepares the pull request. Your team reviews the evidence, diff, and actual test results before deciding to merge.

   Pull request

   GitHub / orders

   Fix the slow orders request path

   Open for review

   Your coding agent prepares the proposed change

   ConversationFiles changed

   Coding agent proposed this fix

   Evidence

   Orders latency finding and relevant Tokonoma context.

   Proposed change

   Address the slow dependency path identified in the repository.

   Review with the team

   Confirm the evidence, inspect the diff, and check the regression test and relevant suite results.

   Team review required before merging
5. 05

   Tokonoma keeps watching.

   Active monitors keep checking production and automatically record when the original signal returns toward baseline. The finding and its evidence stay available to your team and coding agents.

   Tokonoma DetectionMonitoring continues

   orders latency

   Signal returned toward baseline

   Closed

   Expected rangeRecovery detected

   • MonitorContinues checking automatically
   • SignalCloses when it returns within threshold
   • ContextFinding and evidence retained