Mixpanel
Article details
Author picture
Chief Product Officer @ Mixpanel
Published:
Oct 2, 2026

How I got here

Choosing the right thing to build is the new bottleneck for growth

Before AI coding agents After AI coding agents
The constraint The constraint
Bottleneck Writing enough code fast enough Choosing the right thing to build
Limiting factor Engineering capacity Judgment and product taste
The roadmap The roadmap
Planning pressure Only 3 features fit in a sprint—every cut was painful Technically, you can build everything—so why not?
The real risk Shipping too slowly Building the wrong things fast
The skill that matters most The skill that matters most
Core ability Execution speed and technical leverage Exercising judgment about what to build
What earns trust Shipping consistently and on time Understanding users and deciding with conviction

Where I’m most excited to dig in

MIXPANEL'S PRODUCT DEVELOPMENT LOOP A four-stage cycle: we build better tools → new possibilities unlock for PMs, designers and engineers → roles shift → new tools are needed → repeat. HOW I SEE MIXPANEL'S PRODUCT DEVELOPMENT LOOP 1 We build better tools Mixpanel ships capabilities that expand what’s possible for builders 2 New possibilities unlock PMs, designers & engineers work in new ways and explore new roles 3 Roles shift What it means to build well changes— skills, expectations, and craft move 4 New tools are needed The craft evolves, the bar rises— and the cycle begins again

Making every builder an expert analyst

<em>A look at Mixpanel Agent at work.</em>

Building for a new kind of user

Using Mixpanel to make Mixpanel better

1
Expert analyst

Making every builder an expert analyst

Mixpanel Agent lets any builder ask questions in plain language and get confident answers—backed by experiments, feature flags, session replay, and event data. No stats background required.

2
AI‑native users

Building for a new kind of user

More than half of all Internet traffic is now automated. Mixpanel will help builders treat AI agents as first‑class users—because what’s usable and delightful looks entirely different for agents than for humans.

3
Dogfooding

Using Mixpanel to make Mixpanel better

The best products are built by teams who live in them. Mixpanel’s product and design teams share the same pains and joys as our users every day—turning radical empathy into every release.

I need your help!

Build better products.
Share article
Annika Garbers
Chief Product Officer @ Mixpanel