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Tag Selection Simulation, Highlights Are Now Facts, Not Insights + 5 more

Tag Selection Simulation​

Another week, another set of meaningful improvements. Here is a quick, high-signal roundup of what is new, focused on clarity, speed, and trust in every step of the workflow.

We added Tag Simulation Mode: a safe sandbox where you can test tag descriptions, prompts, and context without touching production data. Experiment freely, see how the system would behave, and only apply changes once you are confident. Fewer surprises, better decisions.

Tag Simulation Mode showing a test run before changes are applied

Highlights Are Now Facts, Not Insights​

Highlights have been reframed from interpretations to literal facts. This removes assumptions and keeps outputs strictly grounded in the source material.

  • More neutral and consistent highlights
  • Cleaner inputs for clustering, tagging, and UX analysis

A factual highlight grounded in the source material

Faster and Smarter Clustering​

Our clustering algorithm received a substantial upgrade:

  • 20–50% faster runtimes
  • Higher match quality with fewer false positives

Clearer Thinking Feedback in Chat​

We replaced the old pulsating dot with a subtle animation on the status text, such as “Generating clusters…”. As long as it is animating, you know the agent is actively working, making long-running steps feel transparent instead of stuck.

Animated status text showing that chat is still working

Much Faster Search Suggestions​

Search suggestions are now up to 10× faster, especially when refining queries. Less waiting, more flow.

Email Alerts When Imports Stop​

If an integration subscription becomes disabled, for example due to expired or revoked access, we now send an email immediately explaining what happened and what to do next. There are no more silent failures or detective work weeks later—just immediate visibility and a direct link back to settings.

Email alert explaining that an integration needs attention

Goodbye Prompt-Generated Dashboards​

We removed the option to create a dashboard from a prompt. These dashboards often came with confusing, opaque filters. Every new dashboard now starts as a clean slate, with no hidden logic or mystery setup, keeping you fully in control.