Noah Stambovsky

Resources / HubSpot, RevOps & AI

Useful details.
Fewer mysteries.

Field notes, practical walkthroughs, and published posts about making the systems work.

CRM architecture / Field note

One sales process. Too many pipelines.

When a region or product needs a property and a filtered view, and when it needs a separate pipeline.

Read the field note →

Spotter / Workflow maintenance

Leave context inside the workflow.

Explain the strange delay, the unusual branch, and the change the next admin will wonder about.

Read the note →

CRM ownership / LinkedIn

When an email changes the contact owner.

An unexpected assignment behavior and the tradeoffs in the available workarounds.

Read the original post ↗

Applied AI / LinkedIn

Agents need a working foundation.

Why the data model and integrations matter when an AI agent can take action.

Read the original post ↗

Software / Build note

KLIPPY: long video to usable clips.

Transcription, captions, and transcript-based editing in a focused personal build.

Read the build note →

AI operations / Interactive example

A handoff with the gaps flagged.

A walkthrough using fictional records and preset outputs to show where human review belongs.

Try the walkthrough →

Spotter: your HubSpot helper.

One product update plus a tip, trap, or try each week.

Explore Spotter →