Make every AI bug a reusable evaluation
Capture the bug once in Linear, then preserve its scenario in Honeyhive for the next evaluation.
Trigger
Issue Created Trigger
Triggered when a new issue is created.
Action
Add datapoints to dataset
Tool to add datapoints to a dataset. Use when you need to append multiple entries with specified input, ground truth, and history mappings.
Why this helps
Bug details get buried in an issue, and the same failure can return because nobody turns it into a repeatable test.
- Keeps concrete failure scenarios available for future evaluation runs.
- Reduces manual copying between issue tracking and AI evaluation.
- Helps a small team remember to check fixes against real examples.
Setup
Build it in a few focused steps.
- 1Connect Linear and Honeyhive to Notis once in the portal.
- 2Ask Notis to create an automation that adds a new AI bug's reproduction details and expected behavior as a datapoint in the relevant Honeyhive dataset.
- 3Select the Linear Issue Created trigger and choose where Notis should report runs.
- 4Test with one real AI bug and confirm the dataset entry is useful.
Questions about this workflow
Does every new Linear issue become a datapoint?
The prompt should tell Notis to recognize AI bug reports and skip unrelated issues.
What makes a useful evaluation example?
Include the input that exposed the failure and the expected behavior when the issue contains enough detail.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Linear to Honeyhive. A trigger fires from one place; an action lands in another.
Linear triggers
Honeyhive actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Add datapoints to dataset
Tool to add datapoints to a dataset. Use when you need to append multiple entries with specified input, ground truth, and history mappings.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Create Batch Model Events
Tool to create multiple model events in a single request. Use when you need to log a batch of event interactions to HoneyHive.
Comment Received Trigger
Triggered when a comment is received.
Create Batch Tool Events
Tool to log a batch of external API calls as tool events. Use when you need to record multiple tool events in one request—use after gathering all event data.
Issue Created Trigger
Triggered when a new issue is created.
Create Dataset
Tool to create a dataset. Use when you need to initialize a new dataset within a project.
Issue Updated Trigger
Triggered when an issue is updated. For example labels are changed, issue status is changed, etc.
Create Tool
Tool to create a new tool. Use when you need to register a new function or plugin for invocation.
Private Team Comment Created
Fires when a new comment is posted on an issue in a private Linear team (polled with the connected user's token).
Delete Datapoint
Tool to delete a specific datapoint by its ID. Use when you need to remove a datapoint from HoneyHive after confirming its identifier.
Private Team Issue Created
Fires when a new issue appears in a private Linear team (polled with the connected user's token).
Delete Dataset
Tool to delete a dataset by ID. Use when you need to remove a dataset after confirming its ID.
Private Team Issue Properties Updated
Fires when properties on an issue change in a private Linear team (polled with the connected user's token).
End Evaluation Run
Tool to mark an evaluation run as completed. Use after finishing manual evaluations to update the run status to completed.
Connect any two apps with Notis in the middle.
Linear and Honeyhive, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
Save your first hour today.
7-day trial of any paid plan, with 20$ of usage included.
No card. Works with personal or business Honeyhive.